{
 "_comment": "The vendor alias table is part of the measuring instrument. Raw judge labels (Vendor Raw Name + Label) are the permanent record; every published number is derived by resolving raw names through this file. Any change here bumps version, adds a changelog line, and regenerates every report in reports/ with scripts/regenerate_reports.py so the whole series is scored under one table version. The Airtable Vendors table mirrors the vendors list for the judge and for browsing; it is not the instrument of record and the judge link on a Scores row is not used in scoring.",
 "version": "2026-09-16.3",
 "changelog": [
  {
   "version": "2026-09-08.1",
   "note": "Seeded 38 CDP-centric vendors, then 438 vendors from the September 2026 Edition normalization backlog across all twelve categories."
  },
  {
   "version": "2026-09-08.2",
   "note": "Category-scoped aliases for bare parent and multi-product names (Salesforce, HubSpot, Adobe, Oracle, SAP, Semrush, Ahrefs, Salesloft, Outreach, Zoom, Clari, Gong). Split rule for combined answers such as A / B and A + B. Exclusion list for ad-platform self-attribution and general-purpose tools. Nine products added from the 38 unresolved September 2026 Edition names."
  },
  {
   "version": "2026-09-08.3",
   "note": "status: discontinued on eleven products so a positive label on a dead product is reportable. No resolution change."
  },
  {
   "version": "2026-09-08.4",
   "note": "Categories 13 (marketing automation and campaign management) and 14 (email marketing) added with a conflict disclosure: 49 vendors, category-scoped readings for HubSpot, Adobe, Oracle, Zoho, Microsoft, Salesforce, SAP, Twilio and Intuit, and existing vendors extended into the two categories. Gane is in the catalog so that if a model names it, the label is published like any other."
  },
  {
   "version": "2026-09-08.5",
   "note": "Tier-suffix rule (a product tier counts as the product). Aliases for Salesforce Account Engagement naming and four email vendors added after the first read of categories 13 and 14."
  },
  {
   "version": "2026-09-09.1",
   "note": "Full-scope edition: the vendor table extended from the judge's raw names across the 59 categories added on 2026-09-09; one vendor per spelling group, existing vendors extended into new categories, bare parent names left for category-scoped readings."
  },
  {
   "version": "2026-09-10.1",
   "note": "Vendors named in the Gemini answers collected 2026-09-10 and in the redone Perplexity pairs"
  },
  {
   "version": "2026-09-10.2",
   "note": "Gane listed in email marketing as well as marketing automation. The conflict policy and config/categories.json already named both categories as overlapping the publisher's product; the vendor table listed only one, so the disclosure claimed more than the table showed. No label resolves to Gane in any run, so no published number moves."
  },
  {
   "version": "2026-09-12.1",
   "note": "Category-scoped readings for the twelve bare parent names left in the v2026-09-10.1 review (Salesforce, Meta, LinkedIn, Oracle, SAP, Adobe, Zoho, Sinch, Freshworks, Google, Acquia, Thryv), plus the bare Twilio, Microsoft and HubSpot labels a second pass over the edition and calibration exports found: 57 readings added, each to the product the parent sells in that category, chosen from the evidence quotes. Six products added for readings the table could not yet carry (Sinch, Thryv, Acquia Personalization, SAP Sales Cloud, Oracle Sales, Meta Business Suite). Eight bare-name cases stay unresolved on purpose because the parent has no product in the category (rules.left_unresolved). Every affected September number is re-derived under this version."
  },
  {
   "version": "2026-09-12.2",
   "note": "Duplicate cleanup of the vendor table after the judge-driven extensions. Spelling variants, domain suffixes, pricing tiers, descriptive tails and possessives fold into one canonical vendor (Chorus.ai into Chorus by ZoomInfo, Trustpilot paid plans into Trustpilot); renamed or merged companies fold into their current name (RollWorks into AdRoll ABM, Outbrain into Teads, Clearbit into HubSpot Breeze Intelligence, Zift into Unifyr, Allbound into Channelscaler, Northpass into Gainsight Customer Education); combined answers naming two products are removed as vendors so the split rule counts each product; phrases for the buyer's own tooling (CRM-native, your CRM's native forecast) and general-purpose documents (Google Sheets, Word) are excluded. Three rule changes: an exclusion can be scoped to categories, so Google Ads, LinkedIn Ads, Meta Ads Manager, TikTok and Amazon are excluded only in attribution and MMM and count as vendors in the advertising categories; a spelling variant of a bare parent name takes the parent's category reading; and HubSpot gains readings in twenty more categories (a bare HubSpot in CRM is HubSpot CRM, as a bare Salesforce there is Sales Cloud). The fold report lists every change. A trailing \"by Vendor\" is now stripped when a raw name is matched, so Fin by Intercom and Freshsales by Freshworks resolve."
  },
  {
   "version": "2026-09-12.3",
   "note": "The Neon named in conversation intelligence is Neon Mobile, the consumer app that paid users to record their calls and went offline in October 2025, which Claude named as a product to avoid in the negative variant. The judge wrote the bare name and the seeded table created a vendor \"Neon\" in that category, which collided with Neon the database company, a supplier listed on the privacy page that is not a product in the index and is not scored. The entry is now Neon Mobile; a bare Neon in conversation intelligence reads as it, and elsewhere stays unresolved. One label moves; no share changes."
  },
  {
   "version": "2026-09-15.1",
   "note": "Judge raw names from the September 2026 standard run (twelve models, three segments), groups of two or more labels"
  },
  {
   "version": "2026-09-15.2",
   "note": "Fold generic-suffix spellings from the September standard run into their vendors; category readings for bare parent names where one product is meant"
  },
  {
   "version": "2026-09-16.1",
   "note": "Software monetization and licensing: readings for the products the Nalpeiron one-off surfaced"
  },
  {
   "version": "2026-09-16.2",
   "note": "Software monetization and licensing, from the Nalpeiron one-off: the three spellings of Nalpeiron's Zentitle are one product, Revenera's FlexNet spellings are Revenera, and a bare Flexera in this category means its Revenera licensing line; Flexera One stays the asset-management product"
  },
  {
   "version": "2026-09-16.3",
   "note": "Software monetization and licensing: a bare Oracle here is not a candidate. Both labels cite Oracle as a licensor whose audit practices are a warning to buyers, not a platform a software vendor would license its own product with, so the name is excluded in this category and stays readable everywhere else"
  }
 ],
 "rules": {
  "order": [
   "category alias",
   "exclusion (general, or scoped to the asked category)",
   "global alias or canonical name, then the parent's category reading if the name is a bare parent",
   "trailing tier words removed, then the first three steps again",
   "split on separators with every part resolving",
   "unresolved"
  ],
  "case_insensitive": true,
  "strip_trailing_parenthetical": "a trailing (by X), (formerly X), (now X), (part of X) or any trailing parenthetical is removed before matching, and so is a trailing \"by Vendor\"",
  "split_separators": [
   " + ",
   " / ",
   "/",
   " & ",
   " and "
  ],
  "split_note": "A combined answer produces one label per product with the same label and evidence. Only applied when every part resolves; otherwise the name stays unresolved.",
  "bare_name_precedent": "A bare vendor name resolves to that vendor's product for the asked category when it has exactly one (Salesforce in customer support is Service Cloud). Where the vendor has no product in the asked category, the name stays unresolved and is listed in the report. This is a directional assumption: a model writing a bare vendor name may mean the platform generally rather than the in-category product. The report lists every category-scoped resolution so the assumption is visible and reversible.",
  "catalog_is_instrument": "Adding a vendor can change how historical raw names resolve (a bare Salesforce in attribution stays unresolved only until a Salesforce attribution product exists). The catalog therefore follows the same discipline as the aliases: every change bumps the version and regenerates the series.",
  "tier_suffixes": [
   "Professional",
   "Pro",
   "Enterprise",
   "Starter",
   "Free",
   "Standard",
   "Plus",
   "Premium",
   "Basic",
   "Growth",
   "Business",
   "Team",
   "Teams",
   "Lite",
   "Comfort",
   "Advanced",
   "Essentials",
   "Max",
   "Ultimate",
   "Scale"
  ],
  "tier_note": "A raw name that fails to resolve is retried with trailing pricing-tier words removed (Professional, Pro, Enterprise, Starter, Free, Standard and so on, including a trailing plus sign or a slash-separated pair of tiers), so a tier of a product counts as the product.",
  "left_unresolved": {
   "Oracle": {
    "data-warehouse-reverse-etl": "Oracle Database as a legacy on-prem warehouse, not a marketing warehouse or reverse-ETL product"
   },
   "SAP": {
    "experimentation-and-personalization": "no SAP experimentation product; the mention is the suite generally"
   },
   "Adobe": {
    "ai-visibility-tracking": "no Adobe AI-visibility product; the mention is an enterprise search relationship",
    "crm": "Adobe sells no CRM; the mention is the suite generally"
   },
   "Meta": {
    "experimentation-and-personalization": "ad-platform split tests, not an experimentation vendor (matches the ad-platform exclusions)",
    "attribution-mmm": "ad platform self-reported attribution (the same ground as the Google Ads and Meta Ads Manager exclusions)"
   },
   "Twilio": {
    "conversation-intelligence": "no Twilio conversation-intelligence product in the table; the mention is the platform generally"
   },
   "Google": {
    "attribution-mmm": "ad platform self-reported attribution (the same ground as the Google Ads exclusion)"
   }
  },
  "left_unresolved_note": "Bare parent names that stay unresolved on purpose, by category, with the reason. They are counted under the raw name in the report like any other unresolved name.",
  "exclusion_scope": "An exclusion may list categories; it then applies only there. Google Ads is excluded in attribution and MMM, where a model naming it means the platform's own reporting, and counts as a vendor in the advertising categories, where it is the product being recommended.",
  "alias_reading": "A global alias that lands on a bare parent name takes the parent's reading for the asked category, so a spelling variant (HubSpot native, Hubspot) means the same product as the bare name.",
  "fold_note": "Spelling variants, pricing tiers, descriptive tails, possessives and renamed or merged companies are aliases of one canonical vendor; combined answers naming two products are not vendors and fan out under the split rule. scripts/alias_fold.py applies a fold spec and writes the report; reports/alias-fold-<version>.md lists every fold."
 },
 "category_aliases": {
  "Salesforce": {
   "customer-data-platforms": "Salesforce Data Cloud",
   "customer-support-helpdesk": "Salesforce Service Cloud",
   "sales-engagement": "Salesforce Sales Engagement",
   "conversation-intelligence": "Salesforce Sales Cloud",
   "marketing-automation": "Salesforce Marketing Cloud Account Engagement",
   "email-marketing": "Salesforce Marketing Cloud",
   "crm": "Salesforce Sales Cloud",
   "lead-routing-and-management": "Salesforce Lead Assignment Rules",
   "revenue-intelligence-and-forecasting": "Salesforce Revenue Intelligence",
   "crm-data-quality-and-deduplication": "Salesforce Duplicate/Matching Rules",
   "attribution-mmm": "Salesforce Sales Cloud",
   "sales-enablement-and-content": "Salesforce Sales Programs",
   "chatbots-and-conversational-ai-for-support": "Salesforce Agentforce",
   "data-management-platforms": "Salesforce Audience Studio",
   "account-based-marketing-platforms": "Salesforce Marketing Cloud Account Engagement",
   "sales-coaching-and-training": "Salesforce Sales Programs",
   "customer-success-platforms": "Salesforce Service Cloud",
   "cpq": "Salesforce CPQ",
   "identity-resolution": "Salesforce Data Cloud",
   "partner-relationship-management": "Salesforce PRM",
   "territory-and-quota-planning": "Salesforce Maps",
   "ecommerce-platforms": "Salesforce Commerce Cloud",
   "community-platforms": "Salesforce Experience Cloud",
   "loyalty-advocacy-and-referrals": "Salesforce Loyalty Management",
   "sales-commissions-and-incentive-compensation": "Salesforce Spiff"
  },
  "HubSpot": {
   "customer-data-platforms": "HubSpot",
   "customer-support-helpdesk": "HubSpot Service Hub",
   "marketing-cms": "HubSpot Content Hub",
   "sales-engagement": "HubSpot Sales Hub",
   "conversation-intelligence": "HubSpot Sales Hub",
   "attribution-mmm": "HubSpot Marketing Hub",
   "ai-visibility-tracking": "HubSpot AEO Grader",
   "marketing-automation": "HubSpot Marketing Hub",
   "email-marketing": "HubSpot Marketing Hub",
   "crm": "HubSpot CRM",
   "landing-pages-and-interactive-content": "HubSpot Landing Pages",
   "content-marketing-platforms": "HubSpot Content Hub",
   "lead-routing-and-management": "HubSpot Sales Hub",
   "account-based-marketing-platforms": "HubSpot ABM",
   "crm-data-quality-and-deduplication": "HubSpot Operations Hub",
   "revenue-intelligence-and-forecasting": "HubSpot Sales Hub",
   "ecommerce-marketing": "HubSpot Marketing Hub",
   "sales-enablement-and-content": "HubSpot Sales Hub",
   "chatbots-and-conversational-ai-for-support": "HubSpot Service Hub",
   "search-and-social-advertising-platforms": "HubSpot Ads",
   "meeting-scheduling": "HubSpot Meetings",
   "cpq": "HubSpot Commerce Hub",
   "proposal-software": "HubSpot Commerce Hub",
   "social-media-management": "HubSpot Social",
   "customer-success-platforms": "HubSpot Customer Success Workspace",
   "identity-resolution": "HubSpot Breeze Intelligence",
   "b2b-intent-data": "HubSpot Breeze Intelligence",
   "data-enrichment": "HubSpot Breeze Intelligence",
   "sales-dialers-and-calling": "HubSpot Sales Hub",
   "workflow-automation-and-ipaas": "HubSpot Operations Hub",
   "knowledge-base-and-self-service": "HubSpot Service Hub",
   "customer-feedback-and-surveys": "HubSpot Service Hub"
  },
  "HubSpot's native tooling": {
   "conversation-intelligence": "HubSpot Sales Hub",
   "customer-data-platforms": "HubSpot"
  },
  "Adobe": {
   "customer-data-platforms": "Adobe Real-Time CDP",
   "marketing-cms": "Adobe Experience Manager",
   "attribution-mmm": "Adobe Mix Modeler",
   "marketing-automation": "Adobe Marketo Engage",
   "email-marketing": "Adobe Campaign",
   "tag-management": "Adobe Experience Platform Tags",
   "ecommerce-marketing": "Adobe Journey Optimizer",
   "programmatic-and-display-advertising": "Adobe Advertising",
   "identity-resolution": "Adobe Real-Time CDP",
   "digital-asset-management": "Adobe Experience Manager Assets",
   "data-management-platforms": "Adobe Real-Time CDP",
   "ecommerce-platforms": "Adobe Commerce",
   "customer-intelligence-and-data-science": "Adobe Customer Journey Analytics"
  },
  "Oracle": {
   "customer-data-platforms": "Oracle Unity",
   "marketing-cms": "Oracle Content Management",
   "marketing-automation": "Oracle Eloqua",
   "data-management-platforms": "Oracle BlueKai",
   "crm": "Oracle Sales",
   "cpq": "Oracle CPQ",
   "ecommerce-platforms": "Oracle CPQ",
   "proposal-software": "Oracle CPQ",
   "territory-and-quota-planning": "Oracle Sales Planning",
   "identity-resolution": "Oracle Unity",
   "data-warehouse-reverse-etl": "Oracle Autonomous Data Warehouse",
   "customer-support-helpdesk": "Oracle Service Cloud"
  },
  "SAP": {
   "customer-data-platforms": "SAP Customer Data Platform",
   "marketing-automation": "SAP Emarsys",
   "email-marketing": "SAP Emarsys",
   "crm": "SAP Sales Cloud",
   "territory-and-quota-planning": "SAP Commissions",
   "cpq": "SAP CPQ",
   "ecommerce-platforms": "SAP Commerce Cloud",
   "proposal-software": "SAP CPQ"
  },
  "Semrush": {
   "ai-visibility-tracking": "Semrush AI Visibility Toolkit"
  },
  "Ahrefs": {
   "ai-visibility-tracking": "Ahrefs Brand Radar"
  },
  "Salesloft": {
   "conversation-intelligence": "Salesloft Conversations"
  },
  "Outreach": {
   "conversation-intelligence": "Outreach Kaia"
  },
  "Gong": {
   "sales-engagement": "Gong Engage"
  },
  "Clari": {
   "sales-engagement": "Groove",
   "conversation-intelligence": "Clari Copilot"
  },
  "Zoom": {
   "conversation-intelligence": "Zoom Revenue Accelerator",
   "webinar-virtual-events": "Zoom Webinars"
  },
  "Zoho": {
   "customer-support-helpdesk": "Zoho Desk",
   "webinar-virtual-events": "Zoho Webinar",
   "sales-engagement": "Bigin by Zoho",
   "marketing-automation": "Zoho Marketing Automation",
   "email-marketing": "Zoho Campaigns",
   "crm": "Zoho CRM",
   "revenue-intelligence-and-forecasting": "Zoho CRM",
   "cpq": "Zoho CRM",
   "partner-relationship-management": "Zoho CRM",
   "lead-routing-and-management": "Zoho CRM"
  },
  "Microsoft": {
   "webinar-virtual-events": "Microsoft Teams",
   "data-warehouse-reverse-etl": "Microsoft Fabric",
   "customer-data-platforms": "Microsoft Dynamics 365 Customer Insights",
   "marketing-automation": "Microsoft Dynamics 365 Customer Insights - Journeys",
   "conversation-intelligence": "Microsoft Dynamics 365 Sales"
  },
  "Google": {
   "data-warehouse-reverse-etl": "BigQuery",
   "product-analytics": "Google Analytics 4",
   "webinar-virtual-events": "Google Meet",
   "experimentation-and-personalization": "Google Optimize",
   "data-management-platforms": "Google Display & Video 360",
   "programmatic-and-display-advertising": "Google Display & Video 360",
   "dashboards-and-data-visualization": "Looker Studio"
  },
  "Freshworks": {
   "customer-support-helpdesk": "Freshdesk",
   "chatbots-and-conversational-ai-for-support": "Freshworks Freddy AI Agent",
   "knowledge-base-and-self-service": "Freshdesk",
   "crm": "Freshsales"
  },
  "Atlassian": {
   "customer-support-helpdesk": "Jira Service Management"
  },
  "Twilio": {
   "customer-data-platforms": "Segment",
   "email-marketing": "SendGrid",
   "mobile-marketing-and-push": "Twilio Programmable Messaging",
   "ecommerce-marketing": "Segment",
   "in-app-messaging-and-customer-communications": "Twilio Conversations",
   "customer-intelligence-and-data-science": "Segment",
   "identity-resolution": "Twilio Segment Unify"
  },
  "Intuit": {
   "email-marketing": "Mailchimp"
  },
  "Meta": {
   "video-advertising": "Meta Ads",
   "mobile-apps": "Meta Advantage+ App Campaigns",
   "programmatic-and-display-advertising": "Meta Ads",
   "social-media-management": "Meta Business Suite",
   "native-and-content-advertising": "Meta Audience Network"
  },
  "LinkedIn": {
   "video-advertising": "LinkedIn Video Ads",
   "native-and-content-advertising": "LinkedIn Sponsored Content",
   "programmatic-and-display-advertising": "LinkedIn Campaign Manager",
   "content-marketing-platforms": "LinkedIn articles",
   "search-and-social-advertising-platforms": "LinkedIn Campaign Manager"
  },
  "Sinch": {
   "mobile-marketing-and-push": "Sinch"
  },
  "Acquia": {
   "experimentation-and-personalization": "Acquia Personalization",
   "marketing-cms": "Acquia Drupal",
   "digital-asset-management": "Acquia DAM"
  },
  "Thryv": {
   "review-and-reputation-management": "Thryv"
  },
  "YouTube": {
   "video-advertising": "YouTube Ads"
  },
  "Facebook": {
   "video-advertising": "Meta Ads",
   "programmatic-and-display-advertising": "Meta Ads",
   "native-and-content-advertising": "Meta Ads",
   "search-and-social-advertising-platforms": "Meta Ads",
   "mobile-apps": "Meta Ads",
   "ecommerce-marketing": "Meta Ads"
  },
  "Instagram": {
   "video-advertising": "Meta Ads",
   "programmatic-and-display-advertising": "Meta Ads",
   "native-and-content-advertising": "Meta Ads",
   "search-and-social-advertising-platforms": "Meta Ads",
   "mobile-apps": "Meta Ads",
   "ecommerce-marketing": "Meta Ads"
  },
  "TikTok": {
   "video-advertising": "TikTok Ads",
   "mobile-apps": "TikTok Ads",
   "search-and-social-advertising-platforms": "TikTok Ads",
   "native-and-content-advertising": "TikTok Ads",
   "programmatic-and-display-advertising": "TikTok Ads",
   "ecommerce-marketing": "TikTok Ads"
  },
  "Amazon": {
   "video-advertising": "Amazon DSP",
   "programmatic-and-display-advertising": "Amazon DSP",
   "native-and-content-advertising": "Amazon DSP",
   "search-and-social-advertising-platforms": "Amazon Ads",
   "ecommerce-marketing": "Amazon Ads"
  },
  "Fabric": {
   "dashboards-and-data-visualization": "Microsoft Fabric",
   "data-management-platforms": "Microsoft Fabric"
  },
  "Epicor": {
   "cpq": "Epicor CPQ"
  },
  "Conga": {
   "cpq": "Conga CPQ",
   "contract-lifecycle-management-and-e-signature": "Conga CLM"
  },
  "Salesforce's native offerings": {
   "revenue-intelligence-and-forecasting": "Salesforce Revenue Intelligence"
  },
  "Native Salesforce": {
   "lead-routing-and-management": "Salesforce Lead Assignment Rules"
  },
  "Salesforce native tools": {
   "lead-routing-and-management": "Salesforce Lead Assignment Rules"
  },
  "standard Salesforce": {
   "partner-relationship-management": "Salesforce PRM"
  },
  "Neon": {
   "conversation-intelligence": "Neon Mobile"
  }
 },
 "exclude": [
  {
   "name": "Google Ads",
   "reason": "ad platform self-reported attribution, not a vendor in the category",
   "categories": [
    "attribution-mmm"
   ]
  },
  {
   "name": "Meta Ads Manager",
   "reason": "ad platform self-reported attribution, not a vendor in the category",
   "categories": [
    "attribution-mmm"
   ]
  },
  {
   "name": "LinkedIn Ads",
   "reason": "ad platform self-reported attribution, not a vendor in the category",
   "categories": [
    "attribution-mmm"
   ]
  },
  {
   "name": "TikTok",
   "reason": "ad platform self-reported attribution, not a vendor in the category",
   "categories": [
    "attribution-mmm"
   ]
  },
  {
   "name": "Amazon",
   "reason": "ad platform self-reported attribution, not a vendor in the category",
   "categories": [
    "attribution-mmm"
   ]
  },
  {
   "name": "Meta Conversion Lift",
   "reason": "ad platform lift study, not a vendor in the category"
  },
  {
   "name": "Google geo experiments/Ads lift studies",
   "reason": "ad platform lift study, not a vendor in the category"
  },
  {
   "name": "Native Google, Meta, TikTok and Amazon attribution",
   "reason": "ad platform self-reported attribution, not a vendor in the category"
  },
  {
   "name": "Excel",
   "reason": "general-purpose tool, not a vendor in the category"
  },
  {
   "name": "CRM-native",
   "reason": "the buyer's existing CRM, not a vendor"
  },
  {
   "name": "CRM’s native tools",
   "reason": "the buyer's existing CRM, not a vendor"
  },
  {
   "name": "Your CRM’s native forecast",
   "reason": "the buyer's existing CRM, not a vendor"
  },
  {
   "name": "Your CRM’s native automation",
   "reason": "the buyer's existing CRM, not a vendor"
  },
  {
   "name": "Native Salesforce or HubSpot forecasting",
   "reason": "the buyer's existing CRM, not a vendor"
  },
  {
   "name": "Native HubSpot/Salesforce attribution",
   "reason": "the buyer's existing CRM, not a vendor"
  },
  {
   "name": "Native HubSpot/Salesforce automation",
   "reason": "the buyer's existing CRM, not a vendor"
  },
  {
   "name": "Salesforce/HubSpot dedupe",
   "reason": "the buyer's existing CRM, not a vendor"
  },
  {
   "name": "Zendesk / HubSpot community features",
   "reason": "the buyer's existing CRM, not a vendor"
  },
  {
   "name": "Oracle or Microsoft-native options",
   "reason": "the buyer's existing CRM, not a vendor"
  },
  {
   "name": "Oracle / SAP / IBM",
   "reason": "enterprise suites named together, no product"
  },
  {
   "name": "Existing stack + LinkedIn account targeting",
   "reason": "the buyer's existing stack, not a vendor"
  },
  {
   "name": "Native platforms + reporting connector",
   "reason": "the buyer's existing stack, not a vendor"
  },
  {
   "name": "Native ad managers — Google Ads, Microsoft Advertising, Meta Ads Manager, LinkedIn Campaign Manager, TikTok Ads Manager",
   "reason": "five ad platforms named together, no product"
  },
  {
   "name": "Zapier-based DIY routing",
   "reason": "a do-it-yourself pattern, not a vendor"
  },
  {
   "name": "Gumroad / ClickBank-style platforms",
   "reason": "a class of product, not a vendor"
  },
  {
   "name": "CanIQ/CommissionLY-type tools",
   "reason": "a class of product, not a vendor"
  },
  {
   "name": "BeenVerified-type products",
   "reason": "a class of product, not a vendor"
  },
  {
   "name": "Attentive-style platforms",
   "reason": "a class of product, not a vendor"
  },
  {
   "name": "Amazon-style",
   "reason": "a class of product, not a vendor"
  },
  {
   "name": "Unknown “unlimited-data” resellers",
   "reason": "a class of product, not a vendor"
  },
  {
   "name": "Basic WooCommerce / WordPress Referral Plugins",
   "reason": "a class of product, not a vendor"
  },
  {
   "name": "Google Sheets",
   "reason": "general-purpose tool, not a vendor in the category"
  },
  {
   "name": "Google Sheets or Excel",
   "reason": "general-purpose tool, not a vendor in the category"
  },
  {
   "name": "Excel / Google Sheets",
   "reason": "general-purpose tool, not a vendor in the category"
  },
  {
   "name": "Word",
   "reason": "general-purpose tool, not a vendor in the category"
  },
  {
   "name": "Apple Pages",
   "reason": "general-purpose tool, not a vendor in the category"
  },
  {
   "name": "Google Docs",
   "reason": "general-purpose tool, not a vendor in the category"
  },
  {
   "name": "Excel/Google Sheets",
   "reason": "general-purpose tool, not a vendor in the category"
  },
  {
   "name": "Oracle",
   "reason": "Named in software monetization and licensing as a cautionary example of a licensor's audit practices, never as a licensing platform for a vendor's own product",
   "categories": [
    "software-monetization-and-licensing-platforms"
   ]
  }
 ],
 "vendors": [
  {
   "name": "Hightouch",
   "aliases": [
    "Hightouch CDP",
    "Hightouch Customer Studio",
    "Hightouch Free",
    "Hightouch Reverse ETL"
   ],
   "categories": [
    "customer-data-platforms",
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "airtable_id": "rec2RyoW3XKMFFTkR",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "Zeta Global",
   "aliases": [
    "Zeta",
    "Zeta Marketing Platform"
   ],
   "categories": [
    "customer-data-platforms",
    "marketing-automation"
   ],
   "parent": "",
   "lab": "none",
   "airtable_id": "rec35XOnJqUEzqzqP",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "Tealium",
   "aliases": [
    "Tealium AudienceStream",
    "Tealium CDP"
   ],
   "categories": [
    "customer-data-platforms"
   ],
   "parent": "",
   "lab": "none",
   "airtable_id": "rec7L9Xby5njU1EEV",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "CustomerLabs",
   "aliases": [
    "Customer Labs",
    "CustomerLabs CDP"
   ],
   "categories": [
    "customer-data-platforms"
   ],
   "parent": "",
   "lab": "none",
   "airtable_id": "rec9ad5pouTPNzUcZ",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "6sense",
   "aliases": [
    "6Sense",
    "Six Sense",
    "Slintel/6sense",
    "Slintel"
   ],
   "categories": [
    "customer-data-platforms",
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "airtable_id": "recBTgssuj7XWJscW",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "Adobe Real-Time CDP",
   "aliases": [
    "Adobe Experience Platform",
    "Adobe Experience Platform (AEP)",
    "AEP",
    "Adobe RTCDP",
    "Adobe Real Time CDP",
    "Adobe Real-Time Customer Data Platform",
    "Adobe RT-CDP",
    "Adobe — Real-Time CDP / Experience Platform Identity Service",
    "Adobe Experience Platform / Real-Time CDP",
    "Adobe Real‑Time CDP"
   ],
   "categories": [
    "account-based-marketing-platforms",
    "attribution-mmm",
    "channel-partner-and-local-marketing",
    "content-marketing-platforms",
    "customer-data-platforms",
    "customer-intelligence-and-data-science",
    "data-management-platforms",
    "ecommerce-marketing",
    "identity-resolution",
    "marketing-automation",
    "mobile-apps"
   ],
   "parent": "Adobe",
   "lab": "none",
   "airtable_id": "recCKksWgRC3eZPdL",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "SAP Customer Data Platform",
   "aliases": [
    "SAP CDP"
   ],
   "categories": [
    "customer-data-platforms"
   ],
   "parent": "SAP",
   "lab": "none",
   "airtable_id": "recDJEZDN6tk4dNcm",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "June",
   "aliases": [
    "June.so",
    "June Analytics"
   ],
   "categories": [
    "product-analytics"
   ],
   "parent": "",
   "lab": "none",
   "airtable_id": "recDPWrp5MKYIIiIH",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "BlueConic",
   "aliases": [
    "Blueconic",
    "Blue Conic"
   ],
   "categories": [
    "customer-data-platforms"
   ],
   "parent": "",
   "lab": "none",
   "airtable_id": "recGIy8MzeoeKgx8L",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "ActiveCampaign",
   "aliases": [
    "Active Campaign"
   ],
   "categories": [
    "customer-data-platforms",
    "marketing-automation",
    "email-marketing"
   ],
   "parent": "",
   "lab": "none",
   "airtable_id": "recGqVBA9FCTlcA71",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "Pocus",
   "aliases": [
    "Pocus.io"
   ],
   "categories": [
    "customer-data-platforms",
    "sales-engagement"
   ],
   "parent": "",
   "lab": "none",
   "airtable_id": "recHAXPZFht3JIIo1",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "Amperity",
   "aliases": [
    "Amperity CDP"
   ],
   "categories": [
    "customer-data-platforms"
   ],
   "parent": "",
   "lab": "none",
   "airtable_id": "recJdLgCLxxEf5Xt6",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "Simon Data",
   "aliases": [
    "Simon"
   ],
   "categories": [
    "customer-data-platforms"
   ],
   "parent": "",
   "lab": "none",
   "airtable_id": "recMXuVgHVytgALGS",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "GrowthLoop",
   "aliases": [
    "Growth Loop",
    "Flywheel Software"
   ],
   "categories": [
    "customer-data-platforms",
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "airtable_id": "recNTFtUUo3W9HoAb",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "Jitsu",
   "aliases": [
    "Jitsu CDP"
   ],
   "categories": [
    "customer-data-platforms"
   ],
   "parent": "",
   "lab": "none",
   "airtable_id": "recOAVvSc5K7iGDQE",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "ActionIQ",
   "aliases": [
    "Action IQ"
   ],
   "categories": [
    "customer-data-platforms"
   ],
   "parent": "",
   "lab": "none",
   "airtable_id": "recQANLgnIc5BVLgr",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "Klaviyo",
   "aliases": [
    "Klaviyo CDP",
    "Klaviyo B2C CRM"
   ],
   "categories": [
    "customer-data-platforms",
    "email-marketing",
    "marketing-automation"
   ],
   "parent": "",
   "lab": "none",
   "airtable_id": "recQBUoa9103nbFP4",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "Treasure Data",
   "aliases": [
    "Treasure Data CDP",
    "Treasure Data / Treasure AI"
   ],
   "categories": [
    "customer-data-platforms"
   ],
   "parent": "",
   "lab": "none",
   "airtable_id": "recU3FXwUQVKfjrRj",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "Insider",
   "aliases": [
    "Insider One",
    "UseInsider"
   ],
   "categories": [
    "customer-data-platforms",
    "marketing-automation"
   ],
   "parent": "",
   "lab": "none",
   "airtable_id": "recVlhYCUzy8B2tFC",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "Dreamdata",
   "aliases": [
    "Dreamdata.io"
   ],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "airtable_id": "recZnoyZzQaz26vT9",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "Snowplow",
   "aliases": [
    "Snowplow Community Edition",
    "Snowplow Analytics",
    "Snowplow BDP",
    "Snowplow (Community Edition)"
   ],
   "categories": [
    "customer-data-platforms",
    "product-analytics"
   ],
   "parent": "",
   "lab": "none",
   "airtable_id": "reca4pADURdvBoC71",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "Oracle Unity",
   "aliases": [
    "Oracle Unity CDP",
    "Oracle CX Unity"
   ],
   "categories": [
    "customer-data-platforms",
    "identity-resolution"
   ],
   "parent": "Oracle",
   "lab": "none",
   "airtable_id": "recaI0Dnu7tD0cPcW",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "Markopolo",
   "aliases": [
    "Markopolo AI"
   ],
   "categories": [
    "customer-data-platforms"
   ],
   "parent": "",
   "lab": "none",
   "airtable_id": "recb7P7VTo629BVzw",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "mParticle",
   "aliases": [
    "mparticle",
    "Rokt mParticle"
   ],
   "categories": [
    "customer-data-platforms"
   ],
   "parent": "Rokt",
   "lab": "none",
   "airtable_id": "recfIeZzDgWxidRe9",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "Census",
   "aliases": [
    "Census Reverse ETL",
    "GetCensus",
    "Fivetran Activations",
    "Census/Fivetran Activations",
    "Fivetran-Census",
    "Census (Fivetran)",
    "Fivetran Census",
    "Census (now part of Fivetran)",
    "Census / Fivetran Activations",
    "Census (Fivetran Activations)",
    "Fivetran Activations—formerly Census",
    "Fivetran Activations, formerly Census"
   ],
   "categories": [
    "customer-data-platforms",
    "data-warehouse-reverse-etl"
   ],
   "parent": "Fivetran",
   "lab": "none",
   "airtable_id": "recfoCnIopdlzXbpc",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "Syncari",
   "aliases": [
    "Syncari CDP"
   ],
   "categories": [
    "customer-data-platforms",
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "airtable_id": "rech2uwIFDtDre4Zy",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "Microsoft Dynamics 365 Customer Insights",
   "aliases": [
    "Dynamics 365 Customer Insights",
    "Microsoft Customer Insights",
    "Microsoft Dynamics Customer Insights",
    "Microsoft Customer Insights – Data",
    "Microsoft Customer Insights - Data"
   ],
   "categories": [
    "customer-data-platforms"
   ],
   "parent": "Microsoft",
   "lab": "none",
   "airtable_id": "recilxfmsqhxNg9dM",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "Lytics",
   "aliases": [
    "Lytics CDP",
    "Lytics Developer"
   ],
   "categories": [
    "customer-data-platforms"
   ],
   "parent": "",
   "lab": "none",
   "airtable_id": "reclz1sPsB2PhDFN2",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "RudderStack",
   "aliases": [
    "Rudderstack",
    "Rudder Stack",
    "RudderStack Free"
   ],
   "categories": [
    "customer-data-platforms",
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "airtable_id": "recm8Bqv0ndKVsWGD",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "Customer.io",
   "aliases": [
    "Customer io",
    "CustomerIO"
   ],
   "categories": [
    "customer-data-platforms",
    "marketing-automation",
    "email-marketing"
   ],
   "parent": "",
   "lab": "none",
   "airtable_id": "recnv9Zn4UVvpplpw",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "Segment",
   "aliases": [
    "Twilio Segment",
    "Segment by Twilio",
    "Segment (by Twilio)",
    "Segment CDP",
    "Segment (Twilio Segment)",
    "Segment (Twilio)",
    "Twilio Segment Connections",
    "Segment Connections",
    "Segment Unify",
    "Segment/Twilio",
    "Twilio (Segment)"
   ],
   "categories": [
    "conversation-intelligence",
    "customer-data-platforms",
    "customer-intelligence-and-data-science",
    "ecommerce-marketing",
    "in-app-messaging-and-customer-communications",
    "mobile-marketing-and-push",
    "sales-dialers-and-calling"
   ],
   "parent": "Twilio",
   "lab": "none",
   "airtable_id": "recnwptjVibdH8LmD",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "Salesforce Data Cloud",
   "aliases": [
    "Data Cloud",
    "Salesforce CDP",
    "Salesforce Customer Data Platform",
    "Salesforce Data 360",
    "Data 360",
    "Salesforce Data 360/Data Cloud",
    "Salesforce Data 360 / Data Cloud",
    "Salesforce Data Cloud / Data 360",
    "Salesforce — Data 360, formerly Data Cloud"
   ],
   "categories": [
    "customer-data-platforms",
    "identity-resolution"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "airtable_id": "recoqwdEdagdpCPxH",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "Planhat",
   "aliases": [
    "Planhat CS"
   ],
   "categories": [
    "customer-data-platforms"
   ],
   "parent": "",
   "lab": "none",
   "airtable_id": "recpv5fokas8au07G",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "Bloomreach",
   "aliases": [
    "Bloomreach Engagement",
    "Exponea"
   ],
   "categories": [
    "customer-data-platforms",
    "marketing-automation",
    "email-marketing"
   ],
   "parent": "",
   "lab": "none",
   "airtable_id": "recqzyDkG7kj9D4X3",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "Demandbase",
   "aliases": [
    "Demandbase One"
   ],
   "categories": [
    "customer-data-platforms",
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "airtable_id": "rectDV1zAPLkdiBW0",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "Ortto",
   "aliases": [
    "Autopilot",
    "Ortto CDP"
   ],
   "categories": [
    "customer-data-platforms",
    "marketing-automation",
    "email-marketing"
   ],
   "parent": "",
   "lab": "none",
   "airtable_id": "recu9yMkdX4bI6JVG",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "HubSpot",
   "aliases": [
    "Hubspot",
    "HubSpot Data Hub",
    "HubSpot’s native data tooling",
    "HubSpot's native data tooling",
    "HubSpot (Smart CRM / Data Hub)",
    "HubSpot Smart CRM",
    "HubSpot's free tier",
    "HubSpot’s existing audience tools",
    "HubSpot native"
   ],
   "categories": [
    "customer-data-platforms",
    "customer-support-helpdesk",
    "data-management-platforms",
    "lead-routing-and-management",
    "marketing-cms"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "airtable_id": "recuOMzvTjqdlJMfN",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "PostHog",
   "aliases": [
    "Posthog",
    "PostHog CDP",
    "PostHog—self-hosted hobby deployment",
    "PostHog self-hosted"
   ],
   "categories": [
    "customer-data-platforms",
    "product-analytics"
   ],
   "parent": "",
   "lab": "none",
   "airtable_id": "reczYG6rk8sREkkR1",
   "source": "seeded 2026-09-08"
  },
  {
   "name": "Profound",
   "aliases": [
    "Profound AI",
    "Profound Starter",
    "Profound Starter/Growth",
    "Profound Growth",
    "Profound (Profound.ai)",
    "Profound.ai"
   ],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Peec AI",
   "aliases": [
    "Peec",
    "Peec.ai",
    "Peec AI Pro"
   ],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Scrunch",
   "aliases": [
    "Scrunch AI",
    "Scrunch Core"
   ],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Ahrefs Brand Radar",
   "aliases": [
    "Brand Radar"
   ],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "Ahrefs",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Otterly",
   "aliases": [
    "Otterly.ai",
    "OtterlyAI",
    "Otterly.AI",
    "Otterly AI",
    "Otterly.AI Lite",
    "OtterlyAI Lite"
   ],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "HubSpot AEO Grader",
   "aliases": [
    "HubSpot AEO",
    "HubSpot (AEO Tool)",
    "HubSpot AI Search Grader / AEO Grader",
    "HubSpot AI Search Grader"
   ],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Semrush AI Visibility Toolkit",
   "aliases": [
    "Semrush AI Visibility",
    "Semrush's AI toolkit",
    "Semrush (AI Visibility Toolkit)",
    "Semrush AI Toolkit / Semrush One",
    "Semrush AI Search Visibility",
    "Semrush AI Toolkit",
    "Semrush One"
   ],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "Semrush",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "AthenaHQ",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "AirOps",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Evertune",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Geoptie",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Nightwatch",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "LLMrefs",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Writesonic",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Knowatoa",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "LeadJourney",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Trakkr",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Goodie",
   "aliases": [
    "Goodie AI",
    "Goodie.ai"
   ],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Shadow",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Mentionova",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Bluefish",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Brandlight",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "AIclicks",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "MaxAEO",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Elmo",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "LLM Pulse",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Dageno AI",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Indexly",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Analyze AI",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Foglift",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Gauge",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Findrix",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Rankscale",
   "aliases": [
    "Rankscale Essentials",
    "Rankscale AI"
   ],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "ZipTie",
   "aliases": [
    "Ziptie",
    "ZipTie.dev"
   ],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "RadarKit",
   "aliases": [
    "Radarkit.ai",
    "Radarkit"
   ],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "SE Visible",
   "aliases": [
    "SE Ranking Visible",
    "SE Visible / SE Ranking AI add-on",
    "SE Ranking AI add-on"
   ],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "SE Ranking",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Promptmonitor",
   "aliases": [
    "Promptmonitor Starter"
   ],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Peek",
   "aliases": [
    "AI Peekaboo / Peek",
    "AI Peekaboo"
   ],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "HockeyStack",
   "aliases": [
    "Hockeystack"
   ],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Google Meridian",
   "aliases": [
    "Google's Meridian",
    "Meridian"
   ],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Google LightweightMMM",
   "aliases": [
    "LightweightMMM"
   ],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "run A backlog 2026-09-08",
   "status": "discontinued",
   "note": "Deprecated by Google in favor of Meridian."
  },
  {
   "name": "Rockerbox",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Measured",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Northbeam",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Recast",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "CaliberMind",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Nielsen",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Sellforte",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "SegmentStream",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Ruler Analytics",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Adobe Analytics",
   "aliases": [
    "Adobe Analytics/CJA"
   ],
   "categories": [
    "attribution-mmm",
    "customer-intelligence-and-data-science"
   ],
   "parent": "Adobe",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Haus",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Cometly",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "PyMC-Marketing",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "LiftLab",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Paramark",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Kantar",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Lifesight",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Ipsos MMA",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Prescient AI",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Adjust",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "OptiMine",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "AppsFlyer",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Kochava",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "InfiniGrow",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Ekimetrics",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Wicked Reports",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Arima",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "RevSure",
   "aliases": [
    "RevSure.ai",
    "Revsure.ai"
   ],
   "categories": [
    "attribution-mmm",
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Singular",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "SegMetrics",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "RoiVenue",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Fibbler",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Neustar",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Hyros",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Fospha",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "INCRMNTAL",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Adobe Mix Modeler",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Usermaven",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "MASS Analytics",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Keen",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Branch",
   "aliases": [
    "Branch.io"
   ],
   "categories": [
    "attribution-mmm",
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "WhatConverts",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Ebiquity",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Convertro",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08",
   "status": "discontinued",
   "note": "Retired by Verizon Media."
  },
  {
   "name": "Cassandra",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Vexpower",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "OWOX",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Circana",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "TransUnion",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Adobe Attribution AI",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Integrate",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Triple Whale",
   "aliases": [
    "Triple Whale Compass"
   ],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Meta Robyn",
   "aliases": [
    "Meta's Robyn",
    "Robyn"
   ],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "Meta",
   "lab": "other",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Factors.ai",
   "aliases": [
    "Factors.Ai",
    "Factors"
   ],
   "categories": [
    "attribution-mmm",
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Google Analytics 4",
   "aliases": [
    "Google Analytics 4 (GA4)",
    "GA4",
    "Google Analytics",
    "Google Analytics/Firebase",
    "Google Analytics / GA4",
    "Google Analytics 4, standard",
    "Google Analytics 4 / Google Ads attribution",
    "Google Analytics 4 (GA4) Data-Driven Attribution",
    "Google Analytics for Firebase"
   ],
   "categories": [
    "attribution-mmm",
    "mobile-apps",
    "product-analytics"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Analytic Partners",
   "aliases": [
    "Analytic Partners — GPS Enterprise",
    "Analytic Partners GPS Enterprise"
   ],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Funnel",
   "aliases": [
    "Funnel Measure",
    "Funnel.io"
   ],
   "categories": [
    "attribution-mmm",
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Adobe Marketo Measure",
   "aliases": [
    "Marketo Measure",
    "Adobe Marketo Measure (formerly Bizible)",
    "Bizible",
    "Adobe Marketo Measure/Bizible",
    "Adobe Marketo Measure (Bizible)",
    "Bizible (Marketo Measure)",
    "Bizible (Adobe Marketo Measure)",
    "Bizible / Marketo Measure"
   ],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "Adobe",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "HubSpot Marketing Hub",
   "aliases": [
    "HubSpot Marketing Hub (Enterprise)",
    "HubSpot attribution",
    "HubSpot native attribution",
    "HubSpot Free/Starter",
    "HubSpot enterprise tiers",
    "HubSpot Marketing Hub Professional/Enterprise",
    "HubSpot, particularly Marketing Hub",
    "HubSpot / Marketing Hub analytics",
    "Marketing Hub"
   ],
   "categories": [
    "attribution-mmm",
    "content-marketing-platforms",
    "customer-intelligence-and-data-science",
    "ecommerce-marketing",
    "email-marketing",
    "marketing-automation"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Mutinex",
   "aliases": [
    "Mutinex — GrowthOS",
    "Mutinex GrowthOS",
    "GrowthOS"
   ],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Looker Studio",
   "aliases": [
    "Google Data Studio",
    "Google Data Studio (formerly Looker Studio)",
    "Google’s Data Studio",
    "Google Looker Studio",
    "Data Studio"
   ],
   "categories": [
    "attribution-mmm",
    "customer-intelligence-and-data-science",
    "dashboards-and-data-visualization",
    "data-warehouse-reverse-etl"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Stella",
   "aliases": [
    "Stella Starter"
   ],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Bombora",
   "aliases": [
    "Bombora Company Surge",
    "Company Surge"
   ],
   "categories": [
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "ZoomInfo",
   "aliases": [
    "ZoomInfo/Intent",
    "ZoomInfo Sales",
    "ZoomInfo’s engagement bundle",
    "ZoomInfo Intent"
   ],
   "categories": [
    "b2b-intent-data",
    "sales-engagement"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Cognism",
   "aliases": [],
   "categories": [
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "G2 Buyer Intent",
   "aliases": [
    "G2",
    "G2 (Buyer Intent)"
   ],
   "categories": [
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "TrustRadius",
   "aliases": [
    "TrustRadius for Vendors"
   ],
   "categories": [
    "b2b-intent-data",
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "RB2B",
   "aliases": [],
   "categories": [
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "TechTarget Priority Engine",
   "aliases": [
    "Informa TechTarget",
    "TechTarget / Priority Engine (BrightTALK)",
    "TechTarget / Informa (Priority Engine / BrightTALK)",
    "TechTarget (Priority Engine)",
    "TechTarget",
    "Priority Engine"
   ],
   "categories": [
    "b2b-intent-data"
   ],
   "parent": "Informa TechTarget",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Warmly",
   "aliases": [],
   "categories": [
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Lusha",
   "aliases": [
    "Lusha Community"
   ],
   "categories": [
    "b2b-intent-data",
    "data-enrichment"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Dealfront",
   "aliases": [
    "Leadfeeder",
    "Leadfeeder/Dealfront",
    "Dealfront / Leadfeeder",
    "Leadfeeder / Dealfront",
    "Dealfront (ex-Leadfeeder)",
    "Leadfeeder Lite"
   ],
   "categories": [
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Intentsify",
   "aliases": [],
   "categories": [
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Albacross",
   "aliases": [],
   "categories": [
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "LeadSift",
   "aliases": [],
   "categories": [
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Clay",
   "aliases": [
    "Clay / Claygent"
   ],
   "categories": [
    "ai-sdr-agents",
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Seamless.AI",
   "aliases": [
    "Seamless"
   ],
   "categories": [
    "b2b-intent-data",
    "sales-intelligence-and-contact-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "PeerSpot",
   "aliases": [],
   "categories": [
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Terminus",
   "aliases": [
    "Legacy Terminus"
   ],
   "categories": [
    "account-based-marketing-platforms",
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Lift AI",
   "aliases": [],
   "categories": [
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Koala",
   "aliases": [],
   "categories": [
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Vector",
   "aliases": [],
   "categories": [
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Lead411",
   "aliases": [],
   "categories": [
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Lead Onion",
   "aliases": [],
   "categories": [
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Echobot",
   "aliases": [],
   "categories": [
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Visualping",
   "aliases": [],
   "categories": [
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Lead Forensics",
   "aliases": [],
   "categories": [
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "UpLead",
   "aliases": [],
   "categories": [
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Exact Data",
   "aliases": [],
   "categories": [
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "HG Insights",
   "aliases": [],
   "categories": [
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Saleshandy",
   "aliases": [
    "Saleshandy Starter"
   ],
   "categories": [
    "b2b-intent-data",
    "sales-engagement"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Foundry Intent",
   "aliases": [
    "Foundry (formerly IDG) intent",
    "Foundry"
   ],
   "categories": [
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Capterra",
   "aliases": [
    "Gartner Digital Markets / Capterra",
    "Gartner Digital Markets",
    "Capterra / GetApp / Software Advice",
    "Capterra/GetApp/Software Advice (Gartner Digital Markets)"
   ],
   "categories": [
    "b2b-intent-data",
    "review-and-reputation-management"
   ],
   "parent": "Gartner",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Spiceworks Ziff Davis",
   "aliases": [
    "Aberdeen/Spiceworks Ziff Davis",
    "Aberdeen"
   ],
   "categories": [
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Apollo.io",
   "aliases": [
    "Apollo",
    "Apollo Professional",
    "Apollo’s buying-intent feature",
    "Apollo's buying-intent feature",
    "Apollo AI",
    "Apollo.io AI"
   ],
   "categories": [
    "ai-sdr-agents",
    "b2b-intent-data",
    "sales-engagement"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Gong",
   "aliases": [
    "Gong.io"
   ],
   "categories": [
    "conversation-intelligence",
    "customer-intelligence-and-data-science",
    "sales-coaching-and-training"
   ],
   "parent": "Gong",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Gong Engage",
   "aliases": [],
   "categories": [
    "sales-engagement"
   ],
   "parent": "Gong",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Avoma",
   "aliases": [
    "Avoma + CI add-on"
   ],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Clari Copilot",
   "aliases": [
    "Clari Copilot (formerly Wingman)",
    "Clari (Copilot, formerly Wingman)",
    "Clari (Copilot / formerly Wingman)",
    "Clari",
    "Wingman"
   ],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "Clari",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Fathom",
   "aliases": [
    "Fathom Team",
    "Fathom Free",
    "Fathom.ai"
   ],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Fireflies.ai",
   "aliases": [
    "Fireflies",
    "Fireflies.ai Business",
    "Fireflies Enterprise"
   ],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Observe.AI",
   "aliases": [
    "Observe.ai"
   ],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Otter.ai",
   "aliases": [
    "Otter",
    "Otter for Sales",
    "OtterPilot"
   ],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Chorus by ZoomInfo",
   "aliases": [
    "Chorus",
    "Chorus (by ZoomInfo)",
    "Chorus (ZoomInfo)",
    "Chorus/ZoomInfo",
    "Chorus.ai",
    "ZoomInfo Chorus",
    "ZoomInfo's Chorus"
   ],
   "categories": [
    "conversation-intelligence",
    "revenue-intelligence-and-forecasting",
    "sales-coaching-and-training"
   ],
   "parent": "ZoomInfo",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "CallRail",
   "aliases": [],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Grain",
   "aliases": [],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Jiminny",
   "aliases": [],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Zoom Revenue Accelerator",
   "aliases": [],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Invoca",
   "aliases": [],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Outreach Kaia",
   "aliases": [
    "Outreach's Kaia"
   ],
   "categories": [
    "conversation-intelligence",
    "sales-coaching-and-training"
   ],
   "parent": "Outreach",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "CallMiner",
   "aliases": [],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "CloudTalk",
   "aliases": [
    "CloudTalk with its Power Dialer add-on"
   ],
   "categories": [
    "conversation-intelligence",
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Claap",
   "aliases": [],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "JustCall",
   "aliases": [],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "MeetGeek",
   "aliases": [],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Verint",
   "aliases": [
    "Verint Community"
   ],
   "categories": [
    "community-platforms",
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "ScreenApp",
   "aliases": [],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "tl;dv",
   "aliases": [],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "HeySam",
   "aliases": [],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Sembly",
   "aliases": [
    "Sembly AI"
   ],
   "categories": [
    "conversation-intelligence",
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Balto",
   "aliases": [],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Cirrus Insight",
   "aliases": [],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Sybill",
   "aliases": [],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Calabrio",
   "aliases": [],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Granola",
   "aliases": [],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Attention",
   "aliases": [],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Airspeed",
   "aliases": [],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Coffee",
   "aliases": [
    "Coffee CRM"
   ],
   "categories": [
    "account-based-marketing-platforms",
    "conversation-intelligence",
    "customer-data-platforms",
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "MindTickle",
   "aliases": [],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Enthu.AI",
   "aliases": [],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Allego",
   "aliases": [],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Genesys",
   "aliases": [],
   "categories": [
    "conversation-intelligence",
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Cresta",
   "aliases": [
    "Cresta Intelligence"
   ],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Salesloft Conversations",
   "aliases": [
    "Salesloft Conversation Intelligence",
    "Salesloft (with Conversations)"
   ],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "Salesloft",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Read AI",
   "aliases": [
    "Read.ai",
    "Read"
   ],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "NICE CXone",
   "aliases": [
    "NICE",
    "NiCE",
    "NiCE CXone",
    "NiCE Interaction Analytics"
   ],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "NICE",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Dialpad",
   "aliases": [
    "Dialpad Sell / Support",
    "Dialpad Ai",
    "Dialpad Sell"
   ],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Aircall",
   "aliases": [
    "Aircall AI Assist",
    "Aircall / OnePageCRM's built-in dialer"
   ],
   "categories": [
    "conversation-intelligence",
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Salesforce Sales Cloud",
   "aliases": [
    "Agentforce Sales (formerly Salesforce Sales Cloud)",
    "Salesforce Conversation Intelligence",
    "Salesforce Agentforce Sales",
    "Sales Cloud"
   ],
   "categories": [
    "attribution-mmm",
    "conversation-intelligence",
    "crm",
    "revenue-intelligence-and-forecasting",
    "sales-enablement-and-content",
    "sales-engagement",
    "territory-and-quota-planning"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "HubSpot Sales Hub",
   "aliases": [
    "HubSpot Sales Hub Enterprise",
    "HubSpot Conversation Intelligence",
    "Sales Hub",
    "HubSpot Sequences",
    "HubSpot Sales Hub Starter",
    "HubSpot Free",
    "HubSpot’s Sales Hub Professional",
    "HubSpot native routing",
    "HubSpot-native routing",
    "HubSpot's native routing",
    "HubSpot Sales Hub / Native CRM tools",
    "HubSpot CRM with Sales Hub Professional",
    "HubSpot Sales Hub Free or Starter",
    "HubSpot’s native forecasting",
    "HubSpot’s built-in revenue tools",
    "HubSpot's native rotation",
    "HubSpot’s native owner rotation",
    "HubSpot’s native owner-rotation workflows",
    "HubSpot Sales Hub AI",
    "HubSpot Sales Hub/CRM",
    "HubSpot Sales Hub / CRM"
   ],
   "categories": [
    "conversation-intelligence",
    "crm",
    "lead-routing-and-management",
    "revenue-intelligence-and-forecasting",
    "sales-dialers-and-calling",
    "sales-enablement-and-content",
    "sales-engagement"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Google Meet",
   "aliases": [
    "Google Meet native recording",
    "Google Meet live streaming"
   ],
   "categories": [
    "conversation-intelligence",
    "webinar-virtual-events"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Brevo",
   "aliases": [],
   "categories": [
    "customer-data-platforms",
    "email-marketing",
    "marketing-automation"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Adobe Campaign",
   "aliases": [],
   "categories": [
    "customer-data-platforms",
    "marketing-automation",
    "email-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Apache Unomi",
   "aliases": [],
   "categories": [
    "customer-data-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Tracardi",
   "aliases": [
    "TRACARDI"
   ],
   "categories": [
    "customer-data-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Adobe Audience Manager",
   "aliases": [
    "Adobe Audience Manager (AAM)",
    "AAM"
   ],
   "categories": [
    "customer-data-platforms"
   ],
   "parent": "Adobe",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Zendesk",
   "aliases": [
    "Zendesk Suite Professional",
    "Zendesk Suite",
    "Zendesk Support"
   ],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "HubSpot Service Hub",
   "aliases": [
    "Service Hub",
    "HubSpot Service Hub Professional",
    "HubSpot Service Hub & CRM"
   ],
   "categories": [
    "chatbots-and-conversational-ai-for-support",
    "customer-feedback-and-surveys",
    "customer-success-platforms",
    "customer-support-helpdesk",
    "knowledge-base-and-self-service"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Intercom",
   "aliases": [
    "Intercom/Fin",
    "Intercom Advanced/Expert",
    "Intercom Fin",
    "Fin"
   ],
   "categories": [
    "chatbots-and-conversational-ai-for-support",
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Freshdesk",
   "aliases": [
    "Freshdesk / Freshdesk Omni",
    "Freshdesk (Freshworks)",
    "Freshdesk Omni",
    "Freshdesk Growth",
    "Freshdesk Pro",
    "Freshdesk by Freshworks"
   ],
   "categories": [
    "customer-support-helpdesk",
    "knowledge-base-and-self-service"
   ],
   "parent": "Freshworks",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Zoho Desk",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "Zoho",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Salesforce Service Cloud",
   "aliases": [
    "Salesforce Service Cloud / Agentforce Service",
    "Salesforce Agentforce Service",
    "Salesforce Service / Agentforce Service",
    "Salesforce Service",
    "Agentforce",
    "Agentforce Service"
   ],
   "categories": [
    "customer-success-platforms",
    "customer-support-helpdesk"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Help Scout",
   "aliases": [
    "Help Scout Free"
   ],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Jira Service Management",
   "aliases": [
    "Jira Service Management (Atlassian)",
    "Atlassian Service Collection / Jira Service Management",
    "Atlassian Service Collection",
    "JSM"
   ],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "Atlassian",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Front",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Gorgias",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Plain",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Pylon",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "ServiceNow",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Hiver",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Tidio",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Chatwoot",
   "aliases": [
    "Chatwoot self-hosted"
   ],
   "categories": [
    "chatbots-and-conversational-ai-for-support",
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Zammad",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Kayako",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "FreeScout",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Crisp",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "LiveChat",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "TeamSupport",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "LiveAgent",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "SysAid",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Gladly",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "HappyFox",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Kustomer",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Desk.com",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08",
   "status": "discontinued",
   "note": "Retired by Salesforce in 2020."
  },
  {
   "name": "osTicket",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Supportbench",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Freshservice",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "Freshworks",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "BMC FootPrints",
   "aliases": [
    "BMC Footprints"
   ],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "BMC",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "HelpDesk by LiveChat",
   "aliases": [
    "HelpDesk",
    "HelpDesk.com"
   ],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "LiveChat",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Spiceworks Help Desk",
   "aliases": [
    "Spiceworks",
    "Spiceworks Cloud Help Desk"
   ],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Cherwell Service Management",
   "aliases": [
    "Cherwell"
   ],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Snowflake",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Fivetran",
   "aliases": [
    "FiveTran"
   ],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "BigQuery",
   "aliases": [
    "Google BigQuery",
    "BigQuery (Google Cloud)"
   ],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Airbyte",
   "aliases": [
    "Airbyte OSS",
    "Airbyte Cloud",
    "Airbyte (open source)"
   ],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Databricks",
   "aliases": [
    "Databricks SQL",
    "Databricks CustomerLake",
    "Databricks AI/BI"
   ],
   "categories": [
    "customer-data-platforms",
    "dashboards-and-data-visualization",
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "dbt",
   "aliases": [
    "dbt Core",
    "dbt Cloud",
    "dbt (data build tool)"
   ],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "dbt Labs",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Amazon Redshift",
   "aliases": [
    "Redshift",
    "Provisioned Amazon Redshift",
    "Redshift (AWS)"
   ],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "Amazon Web Services",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Stitch",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Grouparoo",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08",
   "status": "discontinued",
   "note": "Open source reverse ETL, shut down 2023."
  },
  {
   "name": "Improvado",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Polytomic",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Tableau",
   "aliases": [
    "Tableau Cloud / Server",
    "Tableau Cloud"
   ],
   "categories": [
    "dashboards-and-data-visualization",
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Teradata",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "dlt",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Omni",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Supermetrics",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "LiveRamp",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Rivery",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Freshpaint",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Make",
   "aliases": [
    "Make.com"
   ],
   "categories": [
    "data-warehouse-reverse-etl",
    "lead-routing-and-management",
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "DinMo",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Elementary",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "SQLMesh",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Zapier",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Multiwoven",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Ketch",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Windsor.ai",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Coalesce",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "OneTrust",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "DuckDB",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Estuary",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Luca AI",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Airflow",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Seekwell",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Omnata",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Metaplane",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "PostgreSQL",
   "aliases": [
    "Postgres"
   ],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Looker",
   "aliases": [
    "Google Looker"
   ],
   "categories": [
    "dashboards-and-data-visualization",
    "data-warehouse-reverse-etl"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Microsoft Fabric",
   "aliases": [
    "Fabric Data Warehouse"
   ],
   "categories": [
    "dashboards-and-data-visualization",
    "data-management-platforms",
    "data-warehouse-reverse-etl"
   ],
   "parent": "Microsoft",
   "lab": "other",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Azure Synapse",
   "aliases": [
    "Azure Synapse dedicated SQL pools"
   ],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "Microsoft",
   "lab": "other",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Metabase",
   "aliases": [
    "Metabase OSS",
    "Metabase Cloud Starter",
    "Metabase Open Source"
   ],
   "categories": [
    "customer-intelligence-and-data-science",
    "dashboards-and-data-visualization",
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Hevo",
   "aliases": [
    "Hevo Activate",
    "Hevo Data"
   ],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "MotherDuck",
   "aliases": [
    "MotherDuck / DuckDB"
   ],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Webflow",
   "aliases": [
    "Webflow Enterprise"
   ],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Contentful",
   "aliases": [],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "WordPress",
   "aliases": [
    "WordPress VIP",
    "Managed WordPress",
    "WordPress.com",
    "WordPress (Self-Hosted WordPress.org)",
    "WordPress on managed hosting",
    "WordPress.org",
    "Managed WordPress (WP Engine or Kinsta)",
    "WordPress+VIP"
   ],
   "categories": [
    "content-marketing-platforms",
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Sanity",
   "aliases": [
    "Sanity.io"
   ],
   "categories": [
    "content-marketing-platforms",
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "HubSpot Content Hub",
   "aliases": [
    "HubSpot CMS",
    "HubSpot CMS (Content Hub)",
    "HubSpot CMS (Free Tier)",
    "HubSpot CMS Hub (Enterprise)",
    "HubSpot CMS Hub",
    "Content Hub",
    "HubSpot Content Hub + Marketing Hub"
   ],
   "categories": [
    "content-marketing-platforms",
    "marketing-cms"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Storyblok",
   "aliases": [],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Wix",
   "aliases": [
    "Wix Studio"
   ],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Squarespace",
   "aliases": [],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Sitecore",
   "aliases": [
    "Sitecore XP",
    "Sitecore XP/XM",
    "Sitecore XM"
   ],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Adobe Experience Manager",
   "aliases": [
    "Adobe Experience Manager (AEM)",
    "AEM",
    "Adobe Experience Manager Sites"
   ],
   "categories": [
    "marketing-cms"
   ],
   "parent": "Adobe",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Strapi",
   "aliases": [],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Drupal",
   "aliases": [
    "Drupal 7",
    "Drupal 8",
    "managed Drupal implementations"
   ],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Optimizely CMS",
   "aliases": [
    "Optimizely"
   ],
   "categories": [
    "marketing-cms"
   ],
   "parent": "Optimizely",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Joomla",
   "aliases": [
    "Joomla 3.x"
   ],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Ghost",
   "aliases": [],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Shopify",
   "aliases": [
    "Shopify / Shopify Plus"
   ],
   "categories": [
    "ecommerce-platforms",
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Contentstack",
   "aliases": [],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Prismic",
   "aliases": [],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Payload",
   "aliases": [],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Duda",
   "aliases": [],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "LightCMS",
   "aliases": [],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "WPBakery",
   "aliases": [],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Builder.io",
   "aliases": [],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Divi",
   "aliases": [],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Next.js",
   "aliases": [],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "GoDaddy Website Builder",
   "aliases": [],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Kentico",
   "aliases": [],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "ExpressionEngine",
   "aliases": [],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Elementor",
   "aliases": [],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Kinsta",
   "aliases": [],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Framer",
   "aliases": [],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Pantheon",
   "aliases": [],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Adobe Commerce",
   "aliases": [
    "Magento (Adobe Commerce)",
    "Magento 1",
    "Magento",
    "Adobe Commerce B2B",
    "Adobe Commerce Cloud"
   ],
   "categories": [
    "ecommerce-platforms",
    "marketing-cms"
   ],
   "parent": "Adobe",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "WP Engine",
   "aliases": [
    "WP Engine (Enterprise)"
   ],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Umbraco",
   "aliases": [
    "Umbraco 8 and earlier",
    "Umbraco 13"
   ],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Oracle Content Management",
   "aliases": [
    "Oracle Content Management Cloud"
   ],
   "categories": [
    "marketing-cms"
   ],
   "parent": "Oracle",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Mixpanel",
   "aliases": [],
   "categories": [
    "product-analytics"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Amplitude",
   "aliases": [
    "Amplitude Growth + Accounts",
    "Amplitude with the Accounts add-on",
    "Amplitude with Accounts"
   ],
   "categories": [
    "customer-intelligence-and-data-science",
    "product-analytics"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Pendo",
   "aliases": [],
   "categories": [
    "product-analytics"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Heap",
   "aliases": [
    "Heap Analytics",
    "Heap (by Contentsquare)",
    "Heap (Contentsquare)",
    "Contentsquare (Formerly Heap)"
   ],
   "categories": [
    "product-analytics"
   ],
   "parent": "Contentsquare",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Contentsquare",
   "aliases": [
    "Contentsquare — including former Hotjar tools",
    "Contentsquare, including Heap’s product analytics"
   ],
   "categories": [
    "customer-feedback-and-surveys",
    "customer-intelligence-and-data-science",
    "product-analytics"
   ],
   "parent": "Contentsquare",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Statsig",
   "aliases": [],
   "categories": [
    "product-analytics"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Fullstory",
   "aliases": [
    "FullStory",
    "Fullstory Free"
   ],
   "categories": [
    "product-analytics"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Kubit",
   "aliases": [],
   "categories": [
    "product-analytics"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Mitzu",
   "aliases": [],
   "categories": [
    "product-analytics"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Gainsight PX",
   "aliases": [],
   "categories": [
    "product-analytics"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Hotjar",
   "aliases": [],
   "categories": [
    "product-analytics"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Userpilot",
   "aliases": [],
   "categories": [
    "product-analytics"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Umami",
   "aliases": [],
   "categories": [
    "product-analytics"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Appcues",
   "aliases": [],
   "categories": [
    "product-analytics"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Kissmetrics",
   "aliases": [],
   "categories": [
    "product-analytics"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Localytics",
   "aliases": [],
   "categories": [
    "product-analytics"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Piwik PRO",
   "aliases": [
    "Piwik PRO Business"
   ],
   "categories": [
    "data-management-platforms",
    "product-analytics"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "LogRocket",
   "aliases": [],
   "categories": [
    "product-analytics"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Woopra",
   "aliases": [],
   "categories": [
    "product-analytics"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Interana",
   "aliases": [],
   "categories": [
    "product-analytics"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Indicative",
   "aliases": [],
   "categories": [
    "product-analytics"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08",
   "status": "discontinued",
   "note": "Folded into mParticle after acquisition."
  },
  {
   "name": "Plausible",
   "aliases": [],
   "categories": [
    "product-analytics"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Matomo",
   "aliases": [
    "Matomo (Self-Hosted)"
   ],
   "categories": [
    "product-analytics"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Microsoft Clarity",
   "aliases": [],
   "categories": [
    "product-analytics"
   ],
   "parent": "Microsoft",
   "lab": "other",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "NetSpring",
   "aliases": [
    "Optimizely's NetSpring"
   ],
   "categories": [
    "product-analytics"
   ],
   "parent": "Optimizely",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Visual Studio App Center",
   "aliases": [
    "Microsoft Visual Studio App Center"
   ],
   "categories": [
    "product-analytics"
   ],
   "parent": "Microsoft",
   "lab": "other",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Salesloft",
   "aliases": [
    "Salesloft, including Clari Forecast"
   ],
   "categories": [
    "revenue-intelligence-and-forecasting",
    "sales-engagement"
   ],
   "parent": "Salesloft",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Outreach",
   "aliases": [
    "Outreach.io",
    "Outreach + AI",
    "Outreach Forecasting and Pipeline Management"
   ],
   "categories": [
    "ai-sdr-agents",
    "revenue-intelligence-and-forecasting",
    "sales-engagement"
   ],
   "parent": "Outreach",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Instantly",
   "aliases": [
    "Instantly.ai"
   ],
   "categories": [
    "sales-engagement"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Mixmax",
   "aliases": [],
   "categories": [
    "sales-engagement"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Reply.io",
   "aliases": [
    "Reply",
    "Reply.io’s regular outreach product"
   ],
   "categories": [
    "ai-sdr-agents",
    "sales-engagement"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Salesforce Sales Engagement",
   "aliases": [],
   "categories": [
    "sales-engagement"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Smartlead",
   "aliases": [
    "Smartlead.ai"
   ],
   "categories": [
    "ai-sdr-agents",
    "sales-engagement"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Klenty",
   "aliases": [],
   "categories": [
    "sales-engagement"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Amplemarket",
   "aliases": [
    "Amplemarket's Duo Copilot"
   ],
   "categories": [
    "ai-sdr-agents",
    "sales-engagement"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Mailshake",
   "aliases": [],
   "categories": [
    "sales-engagement"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "11x",
   "aliases": [
    "11x.ai",
    "11x.ai (Alice)"
   ],
   "categories": [
    "ai-sdr-agents",
    "sales-engagement"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "La Growth Machine",
   "aliases": [],
   "categories": [
    "sales-engagement"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "SmartReach.io",
   "aliases": [],
   "categories": [
    "sales-engagement"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Salesforge",
   "aliases": [],
   "categories": [
    "sales-engagement"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Revenue.io",
   "aliases": [],
   "categories": [
    "sales-engagement"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Regie.ai",
   "aliases": [],
   "categories": [
    "sales-engagement"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "ToutApp",
   "aliases": [],
   "categories": [
    "sales-engagement"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08",
   "status": "discontinued",
   "note": "Retired after the Marketo acquisition."
  },
  {
   "name": "Kixie",
   "aliases": [],
   "categories": [
    "sales-engagement"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Salesmate",
   "aliases": [],
   "categories": [
    "sales-engagement"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Groove",
   "aliases": [
    "Groove (Clari)",
    "Clari Groove",
    "Groove/Clari",
    "Groove (by Seismic)",
    "Clari/Groove",
    "Clari Engage (formerly Groove)",
    "Clari Engage"
   ],
   "categories": [
    "sales-engagement"
   ],
   "parent": "Clari",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Lemlist",
   "aliases": [
    "lemlist"
   ],
   "categories": [
    "sales-engagement"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Yesware",
   "aliases": [
    "Yesware Pro"
   ],
   "categories": [
    "sales-engagement"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Bigin by Zoho",
   "aliases": [
    "Bigin",
    "Bigin by Zoho CRM"
   ],
   "categories": [
    "crm",
    "partner-relationship-management",
    "sales-engagement"
   ],
   "parent": "Zoho",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Semrush",
   "aliases": [
    "Semrush (Enterprise Tier)",
    "Semrush SEO Toolkit Pro",
    "Semrush Content Toolkit",
    "Semrush (SEO Writing Assistant)",
    "Semrush Pro+",
    "Semrush Enterprise",
    "SEMrush"
   ],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Ahrefs",
   "aliases": [
    "Ahrefs Webmaster Tools",
    "Ahrefs Standard/Advanced",
    "Ahrefs (Enterprise)",
    "Ahrefs Enterprise"
   ],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Clearscope",
   "aliases": [
    "Clearscope Business"
   ],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "MarketMuse",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Frase",
   "aliases": [
    "Frase.io"
   ],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "SE Ranking",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Conductor",
   "aliases": [
    "Conductor Growth"
   ],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Surfer SEO",
   "aliases": [
    "Surfer",
    "SurferSEO",
    "Surfer Pro"
   ],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Google Search Console",
   "aliases": [
    "Search Console"
   ],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Screaming Frog",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "BrightEdge",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "seoClarity",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Yoast SEO",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Botify",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "SEO PowerSuite",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Scalenut",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "XRumer",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Copy.ai",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Sitebulb",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Lumar",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "WordAi",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Article Forge",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Serpstat",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "SEO Autopilot",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Keyword.com",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Money Robot",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Spinbot",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "ChimpRewriter",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "LowFruits",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Writer",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "GSA Search Engine Ranker",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Ubersuggest",
   "aliases": [
    "Ubersuggest Individual"
   ],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Moz",
   "aliases": [
    "Moz Pro"
   ],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Mangools",
   "aliases": [
    "Mangools (KWFinder)",
    "KWFinder"
   ],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Rank Math",
   "aliases": [
    "Rank Math Pro"
   ],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "NeuronWriter",
   "aliases": [
    "NEURONwriter"
   ],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Jasper",
   "aliases": [
    "Jasper (Enterprise)",
    "Jasper AI",
    "Jasper.ai"
   ],
   "categories": [
    "content-marketing-platforms",
    "search-and-social-advertising-platforms",
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "PageOptimizer Pro",
   "aliases": [
    "Page Optimizer Pro",
    "POP"
   ],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Keysearch",
   "aliases": [
    "KeySearch"
   ],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Google Keyword Planner",
   "aliases": [
    "Google Keyword Planner / Trends"
   ],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "ChatGPT",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "OpenAI",
   "lab": "openai",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Bing Webmaster Tools",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "Microsoft",
   "lab": "other",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "ON24",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Livestorm",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Demio",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Goldcast",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Zoom Webinars",
   "aliases": [
    "Zoom",
    "Zoom Events",
    "Zoom Events / Zoom Webinars",
    "Zoom Webinars / Zoom Events",
    "Zoom Webinars Plus",
    "Standard Zoom Webinars",
    "Zoom Webinars / Webinars Plus",
    "Zoom Events & Webinars",
    "Zoom Events/Sessions",
    "Zoom Webinars/Events",
    "Zoom Meetings",
    "Zoom AI Companion",
    "Zoom Sessions"
   ],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "Zoom",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "GoTo Webinar",
   "aliases": [
    "GoToWebinar",
    "GoTo"
   ],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "GoTo",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Cvent",
   "aliases": [
    "Cvent Webinar",
    "Cvent, including Attendee Hub",
    "Cvent Attendee Hub"
   ],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "EasyWebinar",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Airmeet",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "WebinarNinja",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "BigMarker",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Bizzabo",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "vFairs",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Whova",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "ClickMeeting",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Crowdcast",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Adobe Connect",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Zuddl",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Remo",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "eWebinar",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "WebinarKit",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "HeySummit",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Vimeo",
   "aliases": [
    "Vimeo Basic / Free Tier",
    "Vimeo Enterprise / Vimeo OTT"
   ],
   "categories": [
    "video-marketing-and-hosting",
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "WebinarTV",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "WebinarGeek",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "LiveWebinar",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "SpotMe",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Kaltura",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Riverside",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Splash",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "BlueJeans Events",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08",
   "status": "discontinued",
   "note": "Verizon shut BlueJeans down in 2024."
  },
  {
   "name": "RingCentral Events",
   "aliases": [
    "Hopin",
    "Hopin/RingCentral Events",
    "RingCentral Events (formerly Hopin)",
    "Hopin / RingCentral Events",
    "Hopin (Now RingCentral Events)",
    "RingCentral",
    "RingCentral Events under an old “Hopin” proposal"
   ],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "RingCentral",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Webex Webinars",
   "aliases": [
    "Webex",
    "Webex Events",
    "Webex Events (formerly Socio)",
    "Webex Webinars / Webex Events"
   ],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "Cisco",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Zoho Webinar",
   "aliases": [
    "Zoho Meeting/Webinar",
    "Zoho Meeting"
   ],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "Zoho",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Zoho Backstage",
   "aliases": [
    "Zoho Backstage Free"
   ],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "Zoho",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "WebinarJam",
   "aliases": [
    "WebinarJam / EverWebinar",
    "EverWebinar"
   ],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Microsoft Teams",
   "aliases": [
    "Microsoft Teams Live Events",
    "Teams",
    "Microsoft Teams Town Hall",
    "Microsoft Teams Webinars",
    "Microsoft Teams Events/Webinars",
    "Teams Events",
    "Microsoft Teams events",
    "Microsoft Teams Events",
    "Microsoft Teams Live Events—the legacy product",
    "Microsoft Teams webinars / town halls",
    "Microsoft Teams Premium"
   ],
   "categories": [
    "conversation-intelligence",
    "dashboards-and-data-visualization",
    "data-management-platforms",
    "in-app-messaging-and-customer-communications",
    "meeting-scheduling",
    "software-monetization-and-licensing-platforms",
    "webinar-virtual-events",
    "workflow-automation-and-ipaas"
   ],
   "parent": "Microsoft",
   "lab": "other",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "YouTube Live",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "LinkedIn Live",
   "aliases": [
    "LinkedIn Audio Events"
   ],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "LinkedIn",
   "lab": "other",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "StreamYard",
   "aliases": [
    "StreamYard/Restream"
   ],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A backlog 2026-09-08"
  },
  {
   "name": "Hugo",
   "aliases": [],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A review 2026-09-08",
   "note": "Static site generator; appears in budget answers."
  },
  {
   "name": "Astro",
   "aliases": [],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A review 2026-09-08",
   "note": "Static site framework; appears in budget answers."
  },
  {
   "name": "Sitefinity",
   "aliases": [
    "Progress Sitefinity"
   ],
   "categories": [
    "marketing-cms"
   ],
   "parent": "Progress",
   "lab": "none",
   "source": "run A review 2026-09-08"
  },
  {
   "name": "AnyTrack",
   "aliases": [
    "AnyTrack.io"
   ],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "run A review 2026-09-08"
  },
  {
   "name": "Google Marketing Platform",
   "aliases": [
    "GMP"
   ],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "run A review 2026-09-08",
   "note": "Suite including Campaign Manager 360 attribution."
  },
  {
   "name": "Adometry",
   "aliases": [
    "Google Adometry"
   ],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "run A review 2026-09-08",
   "note": "Discontinued; folded into Attribution 360.",
   "status": "discontinued"
  },
  {
   "name": "Attribution 360",
   "aliases": [
    "Google Attribution 360",
    "Google Attribution"
   ],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "run A review 2026-09-08",
   "note": "Discontinued.",
   "status": "discontinued"
  },
  {
   "name": "Visual IQ",
   "aliases": [
    "Nielsen Visual IQ"
   ],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "Nielsen",
   "lab": "none",
   "source": "run A review 2026-09-08",
   "note": "Acquired by Nielsen 2017; standalone MTA discontinued.",
   "status": "discontinued"
  },
  {
   "name": "Meta Attribution",
   "aliases": [
    "Meta Attribution tool",
    "Facebook Attribution"
   ],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "Meta",
   "lab": "other",
   "source": "run A review 2026-09-08",
   "note": "Discontinued 2021.",
   "status": "discontinued"
  },
  {
   "name": "Adobe Marketo Engage",
   "aliases": [
    "Marketo",
    "Marketo Engage",
    "Adobe Marketo",
    "Marketo Engage by Adobe"
   ],
   "categories": [
    "marketing-automation"
   ],
   "parent": "Adobe",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Salesforce Marketing Cloud Account Engagement",
   "aliases": [
    "Pardot",
    "Account Engagement",
    "Marketing Cloud Account Engagement",
    "Salesforce Pardot",
    "MCAE",
    "Salesforce Account Engagement",
    "Salesforce Account Engagement (Pardot)",
    "Salesforce Account Engagement/Pardot",
    "Pardot / Salesforce Account Engagement",
    "Salesforce Account Engagement / Marketing Cloud Next",
    "Salesforce Marketing Cloud Account Engagement+",
    "Salesforce Account Engagement+",
    "Salesforce Marketing Cloud Account Engagement / formerly Pardot",
    "Marketing Cloud Next"
   ],
   "categories": [
    "account-based-marketing-platforms",
    "marketing-automation"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Salesforce Marketing Cloud",
   "aliases": [
    "Marketing Cloud",
    "Salesforce Marketing Cloud Engagement",
    "SFMC",
    "Marketing Cloud Engagement"
   ],
   "categories": [
    "marketing-automation",
    "email-marketing"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Oracle Eloqua",
   "aliases": [
    "Eloqua",
    "Oracle Eloqua Marketing Automation"
   ],
   "categories": [
    "marketing-automation"
   ],
   "parent": "Oracle",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Braze",
   "aliases": [],
   "categories": [
    "marketing-automation",
    "email-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Iterable",
   "aliases": [],
   "categories": [
    "marketing-automation",
    "email-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Mailchimp",
   "aliases": [
    "Intuit Mailchimp",
    "MailChimp"
   ],
   "categories": [
    "email-marketing",
    "marketing-automation"
   ],
   "parent": "Intuit",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Kit",
   "aliases": [
    "ConvertKit",
    "Kit (formerly ConvertKit)"
   ],
   "categories": [
    "email-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Constant Contact",
   "aliases": [],
   "categories": [
    "email-marketing",
    "marketing-automation"
   ],
   "parent": "",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Campaign Monitor",
   "aliases": [],
   "categories": [
    "email-marketing"
   ],
   "parent": "Marigold",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "MailerLite",
   "aliases": [
    "Mailerlite"
   ],
   "categories": [
    "email-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Omnisend",
   "aliases": [],
   "categories": [
    "email-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Drip",
   "aliases": [],
   "categories": [
    "email-marketing",
    "marketing-automation"
   ],
   "parent": "",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "GetResponse",
   "aliases": [],
   "categories": [
    "email-marketing",
    "marketing-automation"
   ],
   "parent": "",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Moosend",
   "aliases": [],
   "categories": [
    "email-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Dotdigital",
   "aliases": [
    "dotdigital"
   ],
   "categories": [
    "email-marketing",
    "marketing-automation"
   ],
   "parent": "",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Act-On",
   "aliases": [
    "Act-On Software"
   ],
   "categories": [
    "marketing-automation"
   ],
   "parent": "",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Keap",
   "aliases": [
    "Infusionsoft",
    "Keap (formerly Infusionsoft)",
    "Keap / formerly Infusionsoft"
   ],
   "categories": [
    "marketing-automation",
    "email-marketing"
   ],
   "parent": "Thryv",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "SharpSpring",
   "aliases": [
    "Constant Contact Lead Gen & CRM",
    "SharpSpring by Constant Contact"
   ],
   "categories": [
    "marketing-automation"
   ],
   "parent": "Constant Contact",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Zoho Marketing Automation",
   "aliases": [
    "Zoho MarketingHub"
   ],
   "categories": [
    "marketing-automation"
   ],
   "parent": "Zoho",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Zoho Campaigns",
   "aliases": [],
   "categories": [
    "email-marketing"
   ],
   "parent": "Zoho",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Microsoft Dynamics 365 Customer Insights - Journeys",
   "aliases": [
    "Dynamics 365 Customer Insights - Journeys",
    "Dynamics 365 Marketing",
    "Customer Insights - Journeys"
   ],
   "categories": [
    "marketing-automation"
   ],
   "parent": "Microsoft",
   "lab": "other",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "SAP Emarsys",
   "aliases": [
    "Emarsys",
    "SAP (Emarsys)"
   ],
   "categories": [
    "attribution-mmm",
    "billing-and-subscription-management",
    "contract-lifecycle-management-and-e-signature",
    "crm-data-quality-and-deduplication",
    "customer-intelligence-and-data-science",
    "data-management-platforms",
    "data-warehouse-reverse-etl",
    "ecommerce-marketing",
    "email-marketing",
    "identity-resolution",
    "marketing-automation",
    "sales-commissions-and-incentive-compensation",
    "social-media-management",
    "software-monetization-and-licensing-platforms",
    "workflow-automation-and-ipaas"
   ],
   "parent": "SAP",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Attentive",
   "aliases": [],
   "categories": [
    "email-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Cordial",
   "aliases": [],
   "categories": [
    "email-marketing",
    "marketing-automation"
   ],
   "parent": "",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Sailthru",
   "aliases": [
    "Marigold Engage by Sailthru"
   ],
   "categories": [
    "email-marketing"
   ],
   "parent": "Marigold",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Marigold",
   "aliases": [
    "Marigold Engage",
    "Cheetah Digital"
   ],
   "categories": [
    "email-marketing",
    "marketing-automation"
   ],
   "parent": "",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "SendGrid",
   "aliases": [
    "Twilio SendGrid",
    "Sendgrid",
    "SendGrid Marketing Campaigns"
   ],
   "categories": [
    "email-marketing"
   ],
   "parent": "Twilio",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Mailgun",
   "aliases": [
    "Sinch Mailgun"
   ],
   "categories": [
    "email-marketing"
   ],
   "parent": "Sinch",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Postmark",
   "aliases": [],
   "categories": [
    "email-marketing"
   ],
   "parent": "ActiveCampaign",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Encharge",
   "aliases": [],
   "categories": [
    "marketing-automation",
    "email-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Userlist",
   "aliases": [],
   "categories": [
    "email-marketing",
    "marketing-automation"
   ],
   "parent": "",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Beehiiv",
   "aliases": [
    "beehiiv"
   ],
   "categories": [
    "email-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Substack",
   "aliases": [],
   "categories": [
    "email-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "AWeber",
   "aliases": [],
   "categories": [
    "email-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Benchmark Email",
   "aliases": [
    "Benchmark"
   ],
   "categories": [
    "email-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Sender",
   "aliases": [
    "Sender.net"
   ],
   "categories": [
    "email-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Loops",
   "aliases": [
    "Loops.so"
   ],
   "categories": [
    "email-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Resend",
   "aliases": [],
   "categories": [
    "email-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "MoEngage",
   "aliases": [],
   "categories": [
    "marketing-automation"
   ],
   "parent": "",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "CleverTap",
   "aliases": [],
   "categories": [
    "marketing-automation"
   ],
   "parent": "",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "OneSignal",
   "aliases": [],
   "categories": [
    "marketing-automation",
    "email-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Gane",
   "aliases": [
    "Gane AI",
    "gane.ai"
   ],
   "categories": [
    "marketing-automation",
    "email-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08; email marketing added 2026-09-10 to match the conflict policy"
  },
  {
   "name": "Inflection",
   "aliases": [
    "Inflection.io"
   ],
   "categories": [
    "marketing-automation"
   ],
   "parent": "",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Mautic",
   "aliases": [
    "Acquia Campaign Studio"
   ],
   "categories": [
    "marketing-automation"
   ],
   "parent": "Acquia",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "n8n",
   "aliases": [
    "n8n Community Edition",
    "n8n self-hosted",
    "n8n Community"
   ],
   "categories": [
    "marketing-automation",
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Mailmodo",
   "aliases": [],
   "categories": [
    "email-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Stripo",
   "aliases": [],
   "categories": [
    "email-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "Litmus",
   "aliases": [],
   "categories": [
    "email-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "categories 13 and 14 added 2026-09-08"
  },
  {
   "name": "EmailOctopus",
   "aliases": [],
   "categories": [
    "email-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "September 2026 Edition review, categories 13 and 14"
  },
  {
   "name": "Mailjet",
   "aliases": [
    "Sinch Mailjet"
   ],
   "categories": [
    "email-marketing"
   ],
   "parent": "Sinch",
   "lab": "none",
   "source": "September 2026 Edition review, categories 13 and 14"
  },
  {
   "name": "Amazon SES",
   "aliases": [
    "SES",
    "Amazon Simple Email Service"
   ],
   "categories": [
    "email-marketing"
   ],
   "parent": "Amazon Web Services",
   "lab": "none",
   "source": "September 2026 Edition review, categories 13 and 14"
  },
  {
   "name": "Buttondown",
   "aliases": [],
   "categories": [
    "email-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "September 2026 Edition review, categories 13 and 14"
  },
  {
   "name": "PartnerStack",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management",
    "channel-partner-and-local-marketing",
    "loyalty-advocacy-and-referrals",
    "partner-relationship-management",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "StackAdapt",
   "aliases": [],
   "categories": [
    "account-based-marketing-platforms",
    "channel-partner-and-local-marketing",
    "native-and-content-advertising",
    "programmatic-and-display-advertising",
    "retail-proximity-and-iot-marketing",
    "search-and-social-advertising-platforms",
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Highspot",
   "aliases": [
    "Highspot by Seismic"
   ],
   "categories": [
    "digital-sales-rooms",
    "sales-coaching-and-training",
    "sales-enablement-and-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Impartner",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing",
    "partner-relationship-management",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "PandaDoc",
   "aliases": [
    "PandaDoc Business",
    "PandaDoc Free",
    "PandaDoc CPQ"
   ],
   "categories": [
    "contract-lifecycle-management-and-e-signature",
    "cpq",
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Seismic",
   "aliases": [
    "Seismic (now including Highspot)",
    "Seismic (with Lessonly)",
    "Seismic's original platform"
   ],
   "categories": [
    "digital-sales-rooms",
    "sales-coaching-and-training",
    "sales-enablement-and-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "DealHub",
   "aliases": [
    "DealHub.io",
    "DealHub / Dealpoints",
    "DealHub CPQ",
    "DealHub AI",
    "DealHub AI (with DealRoom)"
   ],
   "categories": [
    "billing-and-subscription-management",
    "contract-lifecycle-management-and-e-signature",
    "cpq",
    "digital-sales-rooms",
    "ecommerce-platforms",
    "proposal-software",
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Zoho CRM",
   "aliases": [
    "Zoho CRM Standard",
    "Zoho CRM Free",
    "Zoho CRM Enterprise",
    "Zoho CRM Professional",
    "Zoho CRM (built-in CPQ)",
    "Zoho CRM Enterprise / Ultimate"
   ],
   "categories": [
    "cpq",
    "crm",
    "crm-data-quality-and-deduplication",
    "data-management-platforms",
    "lead-routing-and-management",
    "partner-relationship-management",
    "revenue-intelligence-and-forecasting",
    "sales-enablement-and-content",
    "territory-and-quota-planning"
   ],
   "parent": "Zoho",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Chili Piper",
   "aliases": [],
   "categories": [
    "ai-sdr-agents",
    "lead-routing-and-management",
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Gainsight",
   "aliases": [
    "Gainsight (inSided)",
    "Gainsight Essentials"
   ],
   "categories": [
    "community-platforms",
    "customer-feedback-and-surveys",
    "customer-intelligence-and-data-science",
    "customer-success-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "CaptivateIQ",
   "aliases": [],
   "categories": [
    "sales-commissions-and-incentive-compensation",
    "sales-enablement-and-content",
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "GetAccept",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature",
    "digital-sales-rooms",
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Stripe Billing",
   "aliases": [
    "Stripe Billing + Payments",
    "Stripe Billing + Checkout"
   ],
   "categories": [
    "billing-and-subscription-management",
    "ecommerce-marketing",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Dock",
   "aliases": [],
   "categories": [
    "digital-sales-rooms",
    "sales-coaching-and-training",
    "sales-enablement-and-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "QuotaPath",
   "aliases": [
    "QuotaPath Growth"
   ],
   "categories": [
    "sales-commissions-and-incentive-compensation",
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Showpad",
   "aliases": [],
   "categories": [
    "digital-sales-rooms",
    "sales-coaching-and-training",
    "sales-enablement-and-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ZINFI",
   "aliases": [
    "Zinfi"
   ],
   "categories": [
    "channel-partner-and-local-marketing",
    "partner-relationship-management",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Chargebee",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management",
    "ecommerce-marketing",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "The Trade Desk",
   "aliases": [
    "The Trade Desk (TTD)",
    "Trade Desk"
   ],
   "categories": [
    "channel-partner-and-local-marketing",
    "native-and-content-advertising",
    "programmatic-and-display-advertising",
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "VWO",
   "aliases": [
    "VWO (Visual Website Optimizer)",
    "VWO Pro",
    "VWO Testing + Personalize"
   ],
   "categories": [
    "experimentation-and-personalization",
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Airship",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications",
    "mobile-apps",
    "mobile-marketing-and-push",
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Wistia",
   "aliases": [],
   "categories": [
    "video-advertising",
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ChurnZero",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys",
    "customer-intelligence-and-data-science",
    "customer-success-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Xactly",
   "aliases": [
    "Xactly Plan"
   ],
   "categories": [
    "sales-commissions-and-incentive-compensation",
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Varicent",
   "aliases": [],
   "categories": [
    "sales-commissions-and-incentive-compensation",
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Meltwater",
   "aliases": [],
   "categories": [
    "influencer-platforms",
    "pr-and-media-monitoring",
    "review-and-reputation-management",
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Lob",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "YouTube",
   "aliases": [
    "YouTube (via Google Ads)",
    "YouTube (Google Ads)",
    "YouTube (Google)"
   ],
   "categories": [
    "video-advertising",
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Calendly",
   "aliases": [
    "Calendly Teams",
    "Calendly (Teams tier)",
    "Calendly Free",
    "Calendly Teams / Enterprise",
    "Calendly Teams/Enterprise"
   ],
   "categories": [
    "lead-routing-and-management",
    "meeting-scheduling",
    "sales-enablement-and-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Vitally",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science",
    "customer-success-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Birdeye",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing",
    "retail-proximity-and-iot-marketing",
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Sprout Social",
   "aliases": [
    "Sprout",
    "Sprout/Tagger"
   ],
   "categories": [
    "influencer-platforms",
    "review-and-reputation-management",
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "impact.com",
   "aliases": [
    "Impact.com",
    "Impact",
    "impact.com/Creator"
   ],
   "categories": [
    "affiliate-and-partner-management",
    "channel-partner-and-local-marketing",
    "influencer-platforms",
    "loyalty-advocacy-and-referrals",
    "partner-relationship-management",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Vidyard",
   "aliases": [],
   "categories": [
    "digital-sales-rooms",
    "video-advertising",
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Pipedrive",
   "aliases": [
    "Pipedrive Premium",
    "Pipedrive Lite"
   ],
   "categories": [
    "crm",
    "lead-routing-and-management",
    "partner-relationship-management",
    "revenue-intelligence-and-forecasting",
    "sales-enablement-and-content",
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Qwilr",
   "aliases": [
    "Qwilr Starter"
   ],
   "categories": [
    "cpq",
    "digital-sales-rooms",
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Canto",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Hootsuite",
   "aliases": [
    "Hootsuite Standard"
   ],
   "categories": [
    "review-and-reputation-management",
    "search-and-social-advertising-platforms",
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Skilljar",
   "aliases": [
    "Skilljar by Gainsight"
   ],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Bynder",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SalesHood",
   "aliases": [
    "Saleshood",
    "SalesHood Essential"
   ],
   "categories": [
    "digital-sales-rooms",
    "sales-coaching-and-training",
    "sales-enablement-and-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "LeanData",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication",
    "lead-routing-and-management",
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "WalkMe",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding",
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Google Tag Manager",
   "aliases": [
    "Google Tag Manager (GTM)",
    "Google Tag Manager, free edition",
    "Google Tag Manager / GTM 360",
    "GTM 360",
    "Google Tag Manager 360",
    "Google Tag Manager v1",
    "Tag Manager 360"
   ],
   "categories": [
    "tag-management"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Brand24",
   "aliases": [
    "Brand24 Pro",
    "Brand24 Business"
   ],
   "categories": [
    "pr-and-media-monitoring",
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Taboola",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "native-and-content-advertising",
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Paddle",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management",
    "ecommerce-marketing",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Postalytics",
   "aliases": [
    "Postalytics Free"
   ],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "PostGrid",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Trumpet",
   "aliases": [
    "trumpet"
   ],
   "categories": [
    "digital-sales-rooms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "RevenueHero",
   "aliases": [],
   "categories": [
    "lead-routing-and-management",
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Discourse",
   "aliases": [
    "Discourse Free"
   ],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Bettermode",
   "aliases": [
    "Bettermode (formerly Tribe)"
   ],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Circle",
   "aliases": [
    "Circle Professional",
    "Circle.so"
   ],
   "categories": [
    "community-platforms",
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Zuora",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management",
    "cpq",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Proposify",
   "aliases": [
    "Proposify Basic"
   ],
   "categories": [
    "cpq",
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Everstage",
   "aliases": [],
   "categories": [
    "sales-commissions-and-incentive-compensation",
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Brandfolder",
   "aliases": [
    "Brandfolder (by Smartsheet)",
    "Brandfolder (Smartsheet)",
    "Brandfolder by Smartsheet"
   ],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Buffer",
   "aliases": [
    "Buffer free",
    "Buffer Free"
   ],
   "categories": [
    "content-marketing-platforms",
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Sprinklr",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "pr-and-media-monitoring",
    "search-and-social-advertising-platforms",
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Referral Rock",
   "aliases": [
    "ReferralRock"
   ],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ReferralCandy",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management",
    "loyalty-advocacy-and-referrals",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Rewardful",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management",
    "loyalty-advocacy-and-referrals",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Muck Rack",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Qualtrics",
   "aliases": [
    "Qualtrics XM",
    "Qualtrics XM Suite",
    "Qualtrics XM Platform"
   ],
   "categories": [
    "customer-feedback-and-surveys",
    "customer-intelligence-and-data-science",
    "customer-success-platforms",
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ZeroBounce",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication",
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Channeltivity",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing",
    "partner-relationship-management",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Kiflo",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing",
    "partner-relationship-management",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "AB Tasty",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Brandwatch",
   "aliases": [],
   "categories": [
    "influencer-platforms",
    "pr-and-media-monitoring",
    "review-and-reputation-management",
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Sendoso",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Aligned",
   "aliases": [],
   "categories": [
    "digital-sales-rooms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Whatfix",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Recurly",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Ironclad",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Cookiebot",
   "aliases": [
    "Cookiebot by Usercentrics",
    "Cookiebot (by Usercentrics)",
    "Cookiebot (Usercentrics)"
   ],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Workato",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Notion",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing",
    "content-marketing-platforms",
    "knowledge-base-and-self-service",
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Docebo",
   "aliases": [],
   "categories": [
    "customer-education-and-lms",
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SurveyMonkey",
   "aliases": [
    "SurveyMonkey Enterprise",
    "SurveyMonkey/Momentive"
   ],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Thought Industries",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Maxio",
   "aliases": [
    "Maxio (Chargify/SaaSOptics)"
   ],
   "categories": [
    "billing-and-subscription-management",
    "customer-intelligence-and-data-science",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Mindmatrix",
   "aliases": [
    "Mindmatrix (Bridge)"
   ],
   "categories": [
    "channel-partner-and-local-marketing",
    "partner-relationship-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Skai",
   "aliases": [
    "Skai (formerly Kenshoo)"
   ],
   "categories": [
    "channel-partner-and-local-marketing",
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Insycle",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Cloudingo",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Bouncer",
   "aliases": [
    "Bouncer (usebouncer.com)",
    "Bouncer (usebouncer)"
   ],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Unbounce",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization",
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "TalentLMS",
   "aliases": [],
   "categories": [
    "customer-education-and-lms",
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Higher Logic Vanilla",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Performio",
   "aliases": [],
   "categories": [
    "sales-commissions-and-incentive-compensation",
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Salesforce Spiff",
   "aliases": [
    "Spiff",
    "Spiff (now Salesforce Spiff)",
    "Spiff (Salesforce)",
    "Spiff (now part of Salesforce)"
   ],
   "categories": [
    "sales-commissions-and-incentive-compensation",
    "territory-and-quota-planning"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Osano",
   "aliases": [],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Instapage",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization",
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Podium",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Influitive",
   "aliases": [],
   "categories": [
    "community-platforms",
    "loyalty-advocacy-and-referrals",
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Smile.io",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Optmyzr",
   "aliases": [
    "Optmyzr Premium"
   ],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "AiSDR",
   "aliases": [
    "AISDR"
   ],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Freshsales",
   "aliases": [
    "Freshsales Pro",
    "Freshsales (Freshworks)",
    "Freshsales CRM"
   ],
   "categories": [
    "crm",
    "lead-routing-and-management",
    "partner-relationship-management",
    "sales-enablement-and-content",
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "LearnUpon",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Confluence",
   "aliases": [
    "Confluence (Atlassian)",
    "Confluence Free",
    "Confluence Cloud",
    "Confluence Cloud with legacy XML-based backup workflows"
   ],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Document360",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Juro",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Anaplan",
   "aliases": [],
   "categories": [
    "sales-commissions-and-incentive-compensation",
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Fullcast",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Usercentrics",
   "aliases": [
    "Usercentrics Advanced",
    "Usercentrics Essential"
   ],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Boomi",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Tealium iQ",
   "aliases": [],
   "categories": [
    "tag-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "GrowthBook",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Typeform",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys",
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "CreatorIQ",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Nooks",
   "aliases": [],
   "categories": [
    "ai-sdr-agents",
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Flowla",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding",
    "digital-sales-rooms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "LeadAngel",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication",
    "lead-routing-and-management",
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "WorkRamp",
   "aliases": [],
   "categories": [
    "community-platforms",
    "customer-education-and-lms",
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Orum",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Totango",
   "aliases": [
    "Totango·Catalyst"
   ],
   "categories": [
    "customer-intelligence-and-data-science",
    "customer-success-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "NeverBounce",
   "aliases": [
    "NeverBounce (ZoomInfo)"
   ],
   "categories": [
    "crm-data-quality-and-deduplication",
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Unifyr",
   "aliases": [
    "Unifyr (formerly Zift)",
    "Unifyr (formerly ZiftONE)",
    "Zift",
    "Zift Solutions",
    "Zift Solutions (ZiftONE)",
    "ZiftONE",
    "ZiftONE (Zift Solutions)",
    "Unifyr — formerly Zift Solutions/ZiftONE",
    "ZiftONE/Unifyr",
    "Unifyr One"
   ],
   "categories": [
    "channel-partner-and-local-marketing",
    "partner-relationship-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "LaunchDarkly",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Yotpo",
   "aliases": [
    "Yotpo (Loyalty & Referrals)"
   ],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "mobile-marketing-and-push",
    "referral-and-partner-programs",
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Mention",
   "aliases": [
    "Mention (UGC/social advocacy)"
   ],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "pr-and-media-monitoring",
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Brightcove",
   "aliases": [],
   "categories": [
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Cal.com",
   "aliases": [
    "Cal.com Teams",
    "Cal.com Free"
   ],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Adobe Experience Platform Tags",
   "aliases": [
    "Adobe Experience Platform Tags (Launch)",
    "Adobe Experience Platform Tags (formerly Launch)",
    "Adobe Experience Platform Tags (formerly Adobe Launch)",
    "Adobe Experience Platform Tags (formerly Launch/DTM)",
    "Adobe Experience Platform (AEP) Data Collection",
    "Adobe Experience Platform Data Collection",
    "Adobe Experience Platform Data Collection (formerly Adobe Launch)",
    "Adobe Experience Platform Data Collection (formerly Launch)",
    "Adobe Experience Platform Launch",
    "Adobe Experience Platform Launch (Adobe Tags)",
    "Adobe Launch",
    "Adobe Launch/Tags",
    "Adobe Tags",
    "Adobe Tag Manager"
   ],
   "categories": [
    "tag-management"
   ],
   "parent": "Adobe",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Adobe Target",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "Adobe",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Khoros",
   "aliases": [],
   "categories": [
    "community-platforms",
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Artisan",
   "aliases": [
    "Artisan (Ava)",
    "Artisan (its AI agent \"Ava\")",
    "Artisan AI",
    "Artisan AI (Ava)"
   ],
   "categories": [
    "ai-sdr-agents",
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Guru",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service",
    "sales-enablement-and-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Ada",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Medallia",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys",
    "customer-intelligence-and-data-science"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Intellum",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "UserGuiding",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding",
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "MuleSoft",
   "aliases": [
    "MuleSoft (Salesforce)",
    "MuleSoft (Anypoint Platform)"
   ],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Microsoft Power BI",
   "aliases": [
    "Microsoft Power BI Pro",
    "Power BI"
   ],
   "categories": [
    "customer-intelligence-and-data-science",
    "dashboards-and-data-visualization",
    "data-warehouse-reverse-etl"
   ],
   "parent": "Microsoft",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Delighted",
   "aliases": [
    "Delighted (by Qualtrics)"
   ],
   "categories": [
    "customer-feedback-and-surveys",
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "WooCommerce",
   "aliases": [
    "WooCommerce (WordPress plugin)"
   ],
   "categories": [
    "ecommerce-marketing",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "BigCommerce",
   "aliases": [
    "BigCommerce Enterprise",
    "BigCommerce, including B2B Edition"
   ],
   "categories": [
    "ecommerce-marketing",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Traackr",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Referral Factory",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "FirstPromoter",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management",
    "loyalty-advocacy-and-referrals",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "MGID",
   "aliases": [],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Metronome",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Salesforce Revenue Cloud",
   "aliases": [
    "Salesforce Revenue Cloud Advanced",
    "Salesforce Revenue Cloud (Revenue Lifecycle Management)",
    "Salesforce Revenue Cloud (CPQ & Billing)",
    "Revenue Cloud Advanced",
    "Revenue Cloud Advanced (RCA)",
    "Revenue Cloud",
    "Salesforce Revenue Management/RCA",
    "Salesforce’s current Revenue Cloud / Revenue Management offering",
    "Salesforce Revenue Cloud/CPQ",
    "Salesforce Revenue Cloud / Agentforce Revenue Management",
    "Agentforce Revenue Management",
    "Agentforce Revenue Management (formerly Salesforce CPQ)",
    "Salesforce Agentforce Revenue Management"
   ],
   "categories": [
    "billing-and-subscription-management",
    "contract-lifecycle-management-and-e-signature",
    "cpq",
    "ecommerce-platforms"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Salesforce CPQ",
   "aliases": [
    "legacy Salesforce CPQ",
    "Legacy Salesforce CPQ",
    "Salesforce CPQ — legacy managed package",
    "Salesforce CPQ / Revenue Cloud",
    "Salesforce CPQ/Revenue Cloud"
   ],
   "categories": [
    "cpq",
    "ecommerce-platforms",
    "proposal-software"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Icertis",
   "aliases": [
    "Icertis (ICI)"
   ],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Didomi",
   "aliases": [],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Trustpilot",
   "aliases": [
    "Trustpilot's paid business plans",
    "Trustpilot paid plans",
    "Trustpilot for Business"
   ],
   "categories": [
    "customer-feedback-and-surveys",
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Yext",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing",
    "retail-proximity-and-iot-marketing",
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Agorapulse",
   "aliases": [],
   "categories": [
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "GRIN",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Friendbuy",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Revcontent",
   "aliases": [
    "RevContent"
   ],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "PFL",
   "aliases": [
    "PFL (Postal Fusion Logistics)"
   ],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Simpli.fi",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising",
    "retail-proximity-and-iot-marketing",
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Bigtincan",
   "aliases": [],
   "categories": [
    "digital-sales-rooms",
    "sales-coaching-and-training",
    "sales-enablement-and-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Openprise",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication",
    "identity-resolution",
    "lead-routing-and-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Second Nature",
   "aliases": [
    "Second Nature AI"
   ],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Survicate",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys",
    "customer-intelligence-and-data-science"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Gainsight Customer Communities",
   "aliases": [
    "inSided",
    "inSided (Gainsight)",
    "Insided/Gainsight"
   ],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Oracle CPQ",
   "aliases": [],
   "categories": [
    "cpq",
    "ecommerce-platforms",
    "proposal-software"
   ],
   "parent": "Oracle",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "DocuSign CLM",
   "aliases": [
    "Docusign CLM",
    "DocuSign CLM (formerly SpringCM)",
    "Docusign IAM/CLM"
   ],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Introw",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management",
    "channel-partner-and-local-marketing",
    "partner-relationship-management",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Reachdesk",
   "aliases": [],
   "categories": [
    "account-based-marketing-platforms",
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Acquia DAM",
   "aliases": [
    "Acquia DAM (formerly Widen)",
    "Acquia DAM (Widen)",
    "Acquia DAM, formerly Widen"
   ],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "Acquia",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Frontify",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Upfluence",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Aspire",
   "aliases": [
    "Aspire (formerly AspireIQ)"
   ],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Pushwoosh",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications",
    "mobile-apps",
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Postal",
   "aliases": [
    "Postal by Sendoso",
    "Postal (Postal.io)",
    "Postal.io",
    "Postal.io (Postal)"
   ],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Spekit",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding",
    "digital-sales-rooms",
    "sales-coaching-and-training",
    "sales-enablement-and-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Hyperbound",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Google Forms",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Custify",
   "aliases": [],
   "categories": [
    "customer-success-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Salesforce Experience Cloud",
   "aliases": [
    "Salesforce’s community platform"
   ],
   "categories": [
    "community-platforms"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Chameleon",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding",
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Qobra",
   "aliases": [],
   "categories": [
    "sales-commissions-and-incentive-compensation",
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Microsoft Power Automate",
   "aliases": [
    "Power Automate"
   ],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "Microsoft",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "AdRoll ABM",
   "aliases": [
    "AdRoll ABM (formerly RollWorks)",
    "AdRoll ABM — formerly RollWorks",
    "AdRoll ABM, formerly RollWorks",
    "RollWorks",
    "RollWorks / AdRoll ABM",
    "RollWorks/AdRoll ABM",
    "AdRoll ABM/RollWorks"
   ],
   "categories": [
    "account-based-marketing-platforms",
    "b2b-intent-data",
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Dynamic Yield",
   "aliases": [
    "Dynamic Yield (by Mastercard)",
    "Dynamic Yield (Mastercard)"
   ],
   "categories": [
    "ecommerce-marketing",
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Kameleoon",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SlapFive",
   "aliases": [
    "Slapfive"
   ],
   "categories": [
    "community-platforms",
    "loyalty-advocacy-and-referrals",
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Oktopost",
   "aliases": [],
   "categories": [
    "influencer-platforms",
    "search-and-social-advertising-platforms",
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Later",
   "aliases": [],
   "categories": [
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Cello",
   "aliases": [
    "Cello (Cello.so)"
   ],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Amazon DSP",
   "aliases": [],
   "categories": [
    "native-and-content-advertising",
    "programmatic-and-display-advertising",
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "BoostUp",
   "aliases": [
    "BoostUp (now rebranded Terret)",
    "BoostUp (rebranded as Terret in Sept 2025)",
    "BoostUp.ai"
   ],
   "categories": [
    "revenue-intelligence-and-forecasting",
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Aviso",
   "aliases": [
    "Aviso AI"
   ],
   "categories": [
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "LinkedIn Sales Navigator",
   "aliases": [],
   "categories": [
    "sales-intelligence-and-contact-data"
   ],
   "parent": "LinkedIn",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Default",
   "aliases": [],
   "categories": [
    "ai-sdr-agents",
    "lead-routing-and-management",
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "HubSpot Meetings",
   "aliases": [
    "HubSpot Meetings Free",
    "HubSpot Meetings tool",
    "HubSpot Meeting Scheduler",
    "HubSpot Sales Hub Meetings",
    "HubSpot Scheduling"
   ],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Orb",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Kickbox",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication",
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Agiloft",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "LinkSquares",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Better Proposals",
   "aliases": [
    "Better Proposals Starter"
   ],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "CookieYes",
   "aliases": [
    "CookieYes Free / Basic",
    "CookieYes Basic"
   ],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "TrustArc",
   "aliases": [],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Influ2",
   "aliases": [],
   "categories": [
    "account-based-marketing-platforms",
    "retail-proximity-and-iot-marketing",
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Mutiny",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization",
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Reputation",
   "aliases": [
    "Reputation (Reputation.com)",
    "Reputation (formerly Reputation.com)",
    "Reputation.com"
   ],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Metricool",
   "aliases": [
    "Metricool Free",
    "Metricool Starter"
   ],
   "categories": [
    "pr-and-media-monitoring",
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "StoryChief",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Contently",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Lemon Squeezy",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management",
    "ecommerce-marketing",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Favikon",
   "aliases": [
    "Favikon Pro"
   ],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Mobilewalla",
   "aliases": [],
   "categories": [
    "identity-resolution",
    "mobile-apps",
    "programmatic-and-display-advertising",
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Teads",
   "aliases": [
    "Teads (formerly Outbrain)",
    "Teads, including legacy Outbrain",
    "Teads, including former Outbrain",
    "Outbrain",
    "Outbrain (now Outbrain/Teads)",
    "Outbrain/Teads",
    "Outbrain / Teads",
    "Teads/Outbrain"
   ],
   "categories": [
    "content-marketing-platforms",
    "native-and-content-advertising",
    "programmatic-and-display-advertising",
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Cision",
   "aliases": [
    "Cision (CisionOne)"
   ],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Discord",
   "aliases": [],
   "categories": [
    "community-platforms",
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Thinkific",
   "aliases": [
    "Thinkific Plus",
    "Thinkific Basic"
   ],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Conga CPQ",
   "aliases": [],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "DemandTools",
   "aliases": [
    "DemandTools (Validity)",
    "DemandTools / Validity Engage",
    "Validity DemandTools"
   ],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "iubenda",
   "aliases": [
    "iubenda Essentials",
    "Iubenda"
   ],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "MillionVerifier",
   "aliases": [
    "Million Verifier"
   ],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Sigma",
   "aliases": [
    "Sigma Computing"
   ],
   "categories": [
    "customer-intelligence-and-data-science",
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ThoughtSpot",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Matomo Tag Manager",
   "aliases": [],
   "categories": [
    "tag-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "StructuredWeb",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Ansira",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "MediaValet",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Air",
   "aliases": [
    "Air (Air.inc)"
   ],
   "categories": [
    "content-marketing-platforms",
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Reviewflowz",
   "aliases": [
    "ReviewFlowz",
    "Reviewflowz Pro"
   ],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Talon.One",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "LoyaltyLion",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Mention Me",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Everflow",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management",
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "UpPromote",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management",
    "loyalty-advocacy-and-referrals",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Viral Loops",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Nativo",
   "aliases": [
    "Nativo / Life360 Ads featuring Nativo"
   ],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "DV360",
   "aliases": [],
   "categories": [
    "native-and-content-advertising",
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "CisionOne",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Agility PR Solutions",
   "aliases": [
    "Agility PR"
   ],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Click2Mail",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Estimote",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "GroundTruth",
   "aliases": [
    "Groundtruth",
    "GroundTruth Ads Manager"
   ],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Radar",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Smartly",
   "aliases": [
    "Smartly.io"
   ],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Hunter",
   "aliases": [
    "Hunter.io"
   ],
   "categories": [
    "data-enrichment",
    "email-verification",
    "sales-intelligence-and-contact-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Distribution Engine",
   "aliases": [
    "Distribution Engine (NC Squared)"
   ],
   "categories": [
    "lead-routing-and-management",
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Microsoft Bookings",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "Microsoft",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "LearnWorlds",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Product Fruits",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding",
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SAP CPQ",
   "aliases": [
    "SAP CPQ using Quote 1.0"
   ],
   "categories": [
    "cpq",
    "proposal-software"
   ],
   "parent": "SAP",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Nue",
   "aliases": [
    "Nue.io"
   ],
   "categories": [
    "cpq",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Sirion",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Pigment",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Emailable",
   "aliases": [],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Crossbeam",
   "aliases": [
    "Reveal",
    "Reveal / Crossbeam",
    "Crossbeam / Reveal"
   ],
   "categories": [
    "affiliate-and-partner-management",
    "channel-partner-and-local-marketing",
    "partner-relationship-management",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Salesforce PRM",
   "aliases": [
    "Salesforce PRM (Experience Cloud/Partner Communities)",
    "Salesforce Partner Cloud",
    "Salesforce PRM / Partner Cloud",
    "Salesforce PRM/Partner Cloud",
    "Salesforce Partner Cloud / PRM",
    "Salesforce Partner Cloud/Experience Cloud",
    "Salesforce partner portal / Experience Cloud"
   ],
   "categories": [
    "channel-partner-and-local-marketing",
    "partner-relationship-management"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Adobe Experience Manager Assets",
   "aliases": [
    "Adobe Experience Manager (AEM) Assets",
    "Adobe AEM Assets"
   ],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "Adobe",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Eppo",
   "aliases": [
    "Datadog Experiments / Eppo"
   ],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Leadpages",
   "aliases": [],
   "categories": [
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SocialPilot",
   "aliases": [
    "SocialPilot Standard"
   ],
   "categories": [
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Square Online",
   "aliases": [
    "Square"
   ],
   "categories": [
    "ecommerce-marketing",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Postscript",
   "aliases": [],
   "categories": [
    "ecommerce-marketing",
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Shopify Collabs",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management",
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Collabstr",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Modash",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Extole",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Antavo",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "CustomerGauge",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys",
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "InMarket",
   "aliases": [],
   "categories": [
    "identity-resolution",
    "mobile-apps",
    "programmatic-and-display-advertising",
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Adalysis",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Qualified",
   "aliases": [
    "Qualified (Piper)"
   ],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Recapped",
   "aliases": [],
   "categories": [
    "digital-sales-rooms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Traction Complete",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication",
    "lead-routing-and-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "HubSpot CRM",
   "aliases": [
    "HubSpot Free CRM"
   ],
   "categories": [
    "crm",
    "customer-intelligence-and-data-science",
    "customer-success-platforms",
    "data-management-platforms",
    "lead-routing-and-management",
    "partner-relationship-management"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "PhoneBurner",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Zendesk AI Agents",
   "aliases": [
    "Zendesk AI agents",
    "Zendesk’s AI agents"
   ],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Catalyst",
   "aliases": [
    "Catalyst by Totango"
   ],
   "categories": [
    "customer-success-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Userlane",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "GitBook",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Conga",
   "aliases": [
    "Conga (formerly Apttus/Conga CLM)",
    "Conga/Apttus"
   ],
   "categories": [
    "contract-lifecycle-management-and-e-signature",
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Conga CLM",
   "aliases": [
    "Conga CLM (formerly Apttus)"
   ],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Loopio",
   "aliases": [],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Experian",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Tapfiliate",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Refersion",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Metadata.io",
   "aliases": [
    "Metadata"
   ],
   "categories": [
    "account-based-marketing-platforms",
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Google Drive",
   "aliases": [
    "Google Drive used as a video host"
   ],
   "categories": [
    "channel-partner-and-local-marketing",
    "digital-asset-management",
    "sales-enablement-and-content",
    "video-marketing-and-hosting"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Cloudinary",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Filecamp",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Aprimo",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "NiceJob",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "CoSchedule",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Meta Ads",
   "aliases": [
    "Meta Ads (Facebook + Instagram)",
    "Meta (Facebook/Instagram) Ads",
    "Meta (Facebook & Instagram) Ads",
    "Meta Ads / Facebook & Instagram",
    "Meta Ads — Facebook & Instagram",
    "Meta Ads—Facebook and Instagram",
    "Facebook/Instagram (Meta) Ads",
    "Meta/Instagram",
    "Meta (Facebook/Instagram) Reels ads",
    "Meta Ads Manager",
    "Facebook Ads",
    "Instagram Ads",
    "Facebook and Instagram Ads"
   ],
   "categories": [
    "ecommerce-marketing",
    "mobile-apps",
    "native-and-content-advertising",
    "programmatic-and-display-advertising",
    "search-and-social-advertising-platforms",
    "video-advertising"
   ],
   "parent": "Meta",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "BigCommerce B2B Edition",
   "aliases": [],
   "categories": [
    "ecommerce-marketing",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Yotpo Loyalty & Referrals",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "GrowSurf",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Google App Campaigns",
   "aliases": [
    "Google App Campaigns (UAC)",
    "Google App campaigns",
    "Google App Campaigns / Google Ads",
    "Google Ads App campaigns",
    "Google Ads App Campaigns"
   ],
   "categories": [
    "mobile-apps"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Gravy Analytics / Venntel",
   "aliases": [
    "Gravy Analytics/Venntel"
   ],
   "categories": [
    "customer-intelligence-and-data-science",
    "identity-resolution",
    "mobile-apps",
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Firebase Cloud Messaging",
   "aliases": [
    "Firebase Cloud Messaging (FCM)",
    "Firebase FCM",
    "FCM legacy APIs",
    "Firebase Cloud Messaging/APNs"
   ],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Knock",
   "aliases": [
    "Knock AI"
   ],
   "categories": [
    "ai-sdr-agents",
    "in-app-messaging-and-customer-communications",
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Google Alerts",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Basis",
   "aliases": [
    "Basis (formerly Centro/DSP)",
    "Basis (formerly Centro)",
    "Basis Technologies"
   ],
   "categories": [
    "programmatic-and-display-advertising",
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Adobe Advertising",
   "aliases": [
    "Adobe Advertising Cloud",
    "Adobe Advertising (formerly TubeMogul)",
    "Adobe Advertising (Adobe Advertising Cloud)",
    "Adobe Advertising Search, Social & Commerce",
    "Adobe Advertising Search, Social, & Commerce"
   ],
   "categories": [
    "programmatic-and-display-advertising",
    "search-and-social-advertising-platforms"
   ],
   "parent": "Adobe",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Marin Software",
   "aliases": [
    "Marin",
    "Marin One",
    "MarinOne",
    "Marin Software / MarinOne"
   ],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Loom",
   "aliases": [],
   "categories": [
    "sales-enablement-and-content",
    "video-advertising",
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "People Data Labs",
   "aliases": [],
   "categories": [
    "data-enrichment",
    "sales-intelligence-and-contact-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Doodle",
   "aliases": [
    "Doodle’s free version"
   ],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Slack",
   "aliases": [
    "Slack’s free plan"
   ],
   "categories": [
    "community-platforms",
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Absorb",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Userflow",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding",
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Helpjuice",
   "aliases": [
    "HelpJuice"
   ],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Slite",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "FastSpring",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Informatica",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication",
    "data-management-platforms",
    "identity-resolution",
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "DocuSign",
   "aliases": [
    "Docusign",
    "Docusign (CLM / IAM)"
   ],
   "categories": [
    "contract-lifecycle-management-and-e-signature",
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Responsive",
   "aliases": [
    "Responsive (formerly RFPIO)",
    "RFPIO/Responsive",
    "Responsive/RFPIO",
    "RFPIO"
   ],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Forma.ai",
   "aliases": [],
   "categories": [
    "sales-commissions-and-incentive-compensation",
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "eSpatial",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Salesforce Sales Planning",
   "aliases": [
    "Salesforce Sales Planning—current offering",
    "Salesforce’s dedicated Sales Planning product",
    "Sales Planning",
    "Salesforce Territory Planning",
    "Salesforce Territory Planning (Salesforce Maps)"
   ],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Termly",
   "aliases": [
    "Termly Starter"
   ],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Prismatic",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Celigo",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Lotame",
   "aliases": [],
   "categories": [
    "data-management-platforms",
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ClickBank",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "GoAffPro",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SproutLoud",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "BrandMuscle",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Magentrix",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing",
    "partner-relationship-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ResourceSpace",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Google Optimize",
   "aliases": [
    "Google Optimize / Optimize 360"
   ],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Grade.us",
   "aliases": [
    "Grade.us (Traject)"
   ],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SOCi",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing",
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ReviewTrackers",
   "aliases": [
    "ReviewTrackers (by InMoment)"
   ],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "UserEvidence",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Canny",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys",
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Sendible",
   "aliases": [],
   "categories": [
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Airtable",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Asana",
   "aliases": [
    "Asana Advanced"
   ],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Canva",
   "aliases": [
    "Canva free",
    "Canva (free tier)",
    "Canva for Teams / Brandkit"
   ],
   "categories": [
    "channel-partner-and-local-marketing",
    "content-marketing-platforms",
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Optimizely CMP",
   "aliases": [
    "Optimizely CMP (formerly Welcome)",
    "Optimizely Content Marketing"
   ],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "Optimizely",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Onalytica",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "impact.com Advocate",
   "aliases": [
    "impact.com Advocate, formerly SaaSquatch",
    "Impact Advocate",
    "Impact Advocate (formerly SaaSquatch)"
   ],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "QuestionPro",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys",
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "AppTweak",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Firebase",
   "aliases": [
    "Firebase (Google)",
    "Google Firebase",
    "DIY Firebase / Firestore",
    "Firebase Realtime Database / Firestore"
   ],
   "categories": [
    "in-app-messaging-and-customer-communications",
    "mobile-apps"
   ],
   "parent": "Google",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "TripleLift",
   "aliases": [],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Talkwalker",
   "aliases": [
    "Talkwalker (Free plan)",
    "Talkwalker by Hootsuite"
   ],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Onclusive",
   "aliases": [
    "Onclusive/Critical Mention"
   ],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "PostPilot",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Inkit",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Google Display & Video 360",
   "aliases": [
    "Google Display & Video 360 (DV360)",
    "Google Display & Video 360 / Google Ads",
    "Google Display & Video 360 / Google Ads (Display Network)",
    "Google DV360",
    "Google Display & Video 360 — DV360",
    "Display & Video 360",
    "Google’s ad-tech ecosystem, including DV360"
   ],
   "categories": [
    "data-management-platforms",
    "programmatic-and-display-advertising",
    "video-advertising"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "AdRoll",
   "aliases": [
    "AdRoll / NextRoll"
   ],
   "categories": [
    "channel-partner-and-local-marketing",
    "programmatic-and-display-advertising",
    "search-and-social-advertising-platforms",
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Uniqode",
   "aliases": [
    "Uniqode (formerly Beaconstac)",
    "Uniqode, formerly Beaconstac",
    "Beaconstac",
    "Beaconstac (Bluuu/Uniqode)",
    "Beaconstac/Uniqode"
   ],
   "categories": [
    "customer-feedback-and-surveys",
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Madgicx",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Cloudflare Stream",
   "aliases": [],
   "categories": [
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Close",
   "aliases": [
    "Close CRM",
    "Close.com"
   ],
   "categories": [
    "crm",
    "lead-routing-and-management",
    "revenue-intelligence-and-forecasting",
    "sales-dialers-and-calling",
    "sales-engagement"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Snov.io",
   "aliases": [],
   "categories": [
    "ai-sdr-agents",
    "data-enrichment"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Guideflow",
   "aliases": [],
   "categories": [
    "customer-education-and-lms",
    "digital-adoption-and-onboarding",
    "digital-sales-rooms",
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "monday CRM",
   "aliases": [
    "Monday CRM"
   ],
   "categories": [
    "crm",
    "lead-routing-and-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Aloware",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Alchemer",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Mighty Networks",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Apty",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding",
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "PROS",
   "aliases": [
    "PROS CPQ",
    "PROS CPQ (Smart CPQ)"
   ],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Subskribe",
   "aliases": [],
   "categories": [
    "cpq",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Tacton",
   "aliases": [
    "Tacton CPQ"
   ],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Plauti",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SpotDraft",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Concord",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Salesforce Commerce Cloud",
   "aliases": [
    "Salesforce Commerce"
   ],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Salesforce Maps",
   "aliases": [
    "Salesforce Maps (formerly MapAnywhere)",
    "Salesforce Maps Territory Planning",
    "Salesforce Maps/Territory Planning"
   ],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Enzuzo",
   "aliases": [],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Transcend",
   "aliases": [],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Tray.ai",
   "aliases": [
    "Tray.io",
    "Tray"
   ],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Apache Superset",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Domo",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Twilio Segment Unify",
   "aliases": [
    "Twilio Segment — Unify"
   ],
   "categories": [
    "identity-resolution"
   ],
   "parent": "Twilio",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Amazon Associates",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Awin",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "JourneyBee",
   "aliases": [
    "Journeybee"
   ],
   "categories": [
    "channel-partner-and-local-marketing",
    "partner-relationship-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "HubSpot ABM",
   "aliases": [
    "HubSpot’s native ABM tools",
    "HubSpot ABM tools",
    "HubSpot ABM Tools",
    "HubSpot's native ABM tooling",
    "HubSpot's ABM tools"
   ],
   "categories": [
    "account-based-marketing-platforms"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Madison Logic",
   "aliases": [],
   "categories": [
    "account-based-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Dropbox",
   "aliases": [],
   "categories": [
    "digital-asset-management",
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Webflow Optimize",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization",
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Amplitude Experiment",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Carrd",
   "aliases": [
    "Carrd Pro Standard"
   ],
   "categories": [
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Bazaarvoice",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "REVIEWS.io",
   "aliases": [
    "Reviews.io"
   ],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "AskNicely",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys",
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Shopify Messaging",
   "aliases": [],
   "categories": [
    "ecommerce-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Heepsy",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Afluencer",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Sprout Social Influencer Marketing",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Annex Cloud",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Base.ai",
   "aliases": [
    "Base AI"
   ],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Talkable",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "AppLovin",
   "aliases": [
    "AppLovin (AXON)"
   ],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Sensor Tower",
   "aliases": [
    "SensorTower"
   ],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Apple Search Ads",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Courier",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications",
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Taboola / Realize",
   "aliases": [
    "Taboola/Realize",
    "Taboola Realize",
    "Taboola's Realize"
   ],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Dianomi",
   "aliases": [],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Prezly",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Alyce",
   "aliases": [
    "Alyce (now part of Sendoso)"
   ],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "MNTN",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising",
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Kontakt.io",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Bluedot",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "AdEspresso",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "WordStream",
   "aliases": [
    "WordStream (now LocaliQ / Gannett)",
    "WordStream (by LocaliQ)"
   ],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "TikTok Ads",
   "aliases": [
    "TikTok Ads Manager",
    "TikTok for Business"
   ],
   "categories": [
    "ecommerce-marketing",
    "mobile-apps",
    "native-and-content-advertising",
    "programmatic-and-display-advertising",
    "search-and-social-advertising-platforms",
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Mux",
   "aliases": [],
   "categories": [
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Gumlet",
   "aliases": [],
   "categories": [
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Salesforce Revenue Intelligence",
   "aliases": [
    "Salesforce Einstein / Salesforce forecasting",
    "Salesforce Einstein Forecasting"
   ],
   "categories": [
    "crm-data-quality-and-deduplication",
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "11x Alice",
   "aliases": [
    "11x — Alice"
   ],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Salesforce Agentforce",
   "aliases": [
    "Salesforce Agentforce / CRM-native agents"
   ],
   "categories": [
    "ai-sdr-agents",
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Acuity Scheduling",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "PitchMonster",
   "aliases": [
    "Pitchmonster"
   ],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Sierra",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Refiner",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SurveySensum",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Sprig",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ClientSuccess",
   "aliases": [],
   "categories": [
    "customer-success-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Facebook Groups",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Absorb LMS",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Firebase In-App Messaging",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "BookStack",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "QuoteWerks",
   "aliases": [],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Experlogix",
   "aliases": [
    "Experlogix CPQ"
   ],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Dedupely",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "commercetools",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Xactly Incent",
   "aliases": [],
   "categories": [
    "sales-commissions-and-incentive-compensation"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Badger Maps",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Maptive",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Sourcepoint",
   "aliases": [
    "Sourcepoint, part of Didomi"
   ],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Qlik",
   "aliases": [
    "Qlik Cloud"
   ],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Splink",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "FullContact",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "CJ",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ShareASale",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Channelscaler",
   "aliases": [
    "Channelscaler—formerly Allbound",
    "Allbound",
    "Allbound (ChannelScale)",
    "Allbound (now Channelscaler)",
    "Allbound/Channelscaler",
    "Channelscaler/Allbound",
    "Channelscaler / formerly Allbound"
   ],
   "categories": [
    "affiliate-and-partner-management",
    "channel-partner-and-local-marketing",
    "partner-relationship-management",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "PartnerPortal.io",
   "aliases": [
    "PartnerPortal"
   ],
   "categories": [
    "channel-partner-and-local-marketing",
    "partner-relationship-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Common Room",
   "aliases": [],
   "categories": [
    "account-based-marketing-platforms",
    "ai-sdr-agents",
    "customer-intelligence-and-data-science"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Abmatic AI",
   "aliases": [],
   "categories": [
    "account-based-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Dash",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SharePoint",
   "aliases": [
    "basic SharePoint",
    "Microsoft SharePoint",
    "Microsoft SharePoint / Viva"
   ],
   "categories": [
    "digital-asset-management",
    "knowledge-base-and-self-service",
    "sales-enablement-and-content"
   ],
   "parent": "Microsoft",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Zoho PageSense",
   "aliases": [
    "Zoho PageSense Enterprise"
   ],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "Zoho",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Convert Experiences",
   "aliases": [
    "Convert Experiences (Convert.com)"
   ],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ClickFunnels",
   "aliases": [],
   "categories": [
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Outgrow",
   "aliases": [],
   "categories": [
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Google Business Profile",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "review-and-reputation-management"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Uberall",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing",
    "retail-proximity-and-iot-marketing",
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "BrightLocal",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Emplifi",
   "aliases": [],
   "categories": [
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Reddit",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "native-and-content-advertising",
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "CoSchedule Marketing Suite",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "HypeAuditor",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Open Loyalty",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Partnero",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "partner-relationship-management",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Higher Logic",
   "aliases": [],
   "categories": [
    "community-platforms",
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "LinkedIn Sponsored Content",
   "aliases": [],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "LinkedIn",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Awario",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Thanks.io",
   "aliases": [
    "thanks.io",
    "Thanks.io free tier"
   ],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "LinkedIn Campaign Manager",
   "aliases": [
    "LinkedIn Ads",
    "LinkedIn Marketing Solutions"
   ],
   "categories": [
    "paid-search-and-social-advertising",
    "programmatic-and-display-advertising",
    "search-and-social-advertising-platforms"
   ],
   "parent": "LinkedIn",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Purple",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Adzooma",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Google Search Ads 360",
   "aliases": [
    "Google Search Ads 360 (SA360)",
    "Search Ads 360",
    "Search Ads 360 (SA360)"
   ],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Roku",
   "aliases": [
    "Roku Ads Manager"
   ],
   "categories": [
    "programmatic-and-display-advertising",
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "YouTube Ads",
   "aliases": [
    "YouTube Ads (Google Ads)",
    "YouTube through Google Ads",
    "YouTube via Google Ads",
    "YouTube / Google Ads",
    "YouTube/Google Ads",
    "YouTube/Google Ads (DV360)"
   ],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SproutVideo",
   "aliases": [
    "Sprout Video"
   ],
   "categories": [
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Oliv",
   "aliases": [
    "Oliv.ai",
    "Oliv AI"
   ],
   "categories": [
    "customer-success-platforms",
    "revenue-intelligence-and-forecasting",
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Forecastio",
   "aliases": [
    "Forecastio.ai"
   ],
   "categories": [
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "People.ai",
   "aliases": [],
   "categories": [
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Drift",
   "aliases": [
    "Drift by Salesloft",
    "Salesloft Drift"
   ],
   "categories": [
    "ai-sdr-agents",
    "chatbots-and-conversational-ai-for-support",
    "in-app-messaging-and-customer-communications",
    "revenue-intelligence-and-forecasting",
    "sales-enablement-and-content"
   ],
   "parent": "Salesloft",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Kaspr",
   "aliases": [],
   "categories": [
    "data-enrichment",
    "sales-intelligence-and-contact-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "RocketReach",
   "aliases": [],
   "categories": [
    "sales-intelligence-and-contact-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SalesIntel",
   "aliases": [],
   "categories": [
    "sales-intelligence-and-contact-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Qualified Piper",
   "aliases": [
    "Qualified — Piper",
    "Qualified’s Piper"
   ],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Artisan Ava",
   "aliases": [
    "Artisan/Ava",
    "Artisan's Ava"
   ],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Paperflite",
   "aliases": [],
   "categories": [
    "digital-sales-rooms",
    "sales-enablement-and-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Gradient Works",
   "aliases": [],
   "categories": [
    "lead-routing-and-management",
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ZoomInfo Operations",
   "aliases": [
    "ZoomInfo Operations (RingLead)",
    "ZoomInfo Operations (ex-RingLead)",
    "ZoomInfo Operations / Formerly RingLead",
    "RingLead",
    "RingLead (ZoomInfo)",
    "RingLead (ZoomInfo OperationsOS)",
    "RingLead / ZoomInfo OperationsOS"
   ],
   "categories": [
    "crm-data-quality-and-deduplication",
    "lead-routing-and-management"
   ],
   "parent": "ZoomInfo",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Trellus",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training",
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "360Learning",
   "aliases": [],
   "categories": [
    "customer-education-and-lms",
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Brainshark",
   "aliases": [
    "Brainshark (Bigtincan)"
   ],
   "categories": [
    "sales-coaching-and-training",
    "sales-enablement-and-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Salesfinity",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "tawk.to",
   "aliases": [
    "Tawk.to"
   ],
   "categories": [
    "chatbots-and-conversational-ai-for-support",
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Gorgias AI Agent",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Tally",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "GetFeedback",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Jotform",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Khoros Communities",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Telegram",
   "aliases": [],
   "categories": [
    "community-platforms",
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Teachable",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "VisualSP",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "CometChat",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Stream",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Zoho Billing",
   "aliases": [
    "Zoho Billing Premium"
   ],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "Zoho",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Zenskar",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management",
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Lago",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Ordway",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management",
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "HubSpot Commerce Hub",
   "aliases": [
    "HubSpot Commerce Hub Professional",
    "HubSpot Commerce Hub Quotes",
    "HubSpot Payments",
    "HubSpot CPQ",
    "HubSpot CPQ (Commerce Hub)",
    "HubSpot's own CPQ",
    "HubSpot quotes",
    "HubSpot native quotes",
    "HubSpot's native \"Quotes\" feature",
    "HubSpot CPQ / Quotes",
    "HubSpot Quotes/Commerce Hub",
    "HubSpot CPQ/Commerce Hub",
    "basic HubSpot Quoting",
    "HubSpot Revenue Hub"
   ],
   "categories": [
    "billing-and-subscription-management",
    "cpq",
    "proposal-software"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Microsoft Dynamics 365 Sales",
   "aliases": [
    "Microsoft Dynamics",
    "Microsoft Dynamics 365",
    "Dynamics 365 Sales"
   ],
   "categories": [
    "conversation-intelligence",
    "crm"
   ],
   "parent": "Microsoft",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Plauti Deduplicate",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Clearout",
   "aliases": [
    "Clearout.io"
   ],
   "categories": [
    "crm-data-quality-and-deduplication",
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Oneflow",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature",
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Zoho Contracts",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "Zoho",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ContractSafe",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SAP Ariba",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "SAP",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Visdum",
   "aliases": [],
   "categories": [
    "sales-commissions-and-incentive-compensation"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Spotio",
   "aliases": [
    "SPOTIO"
   ],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Pipedream",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Paragon",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Adobe Customer Journey Analytics",
   "aliases": [
    "Adobe Customer Journey Analytics B2B Edition"
   ],
   "categories": [
    "customer-intelligence",
    "customer-intelligence-and-data-science"
   ],
   "parent": "Adobe",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Sisense",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Hightouch Identity Resolution",
   "aliases": [
    "Hightouch — Identity Resolution"
   ],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "AWS Entity Resolution",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Acxiom",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Ensighten",
   "aliases": [],
   "categories": [
    "tag-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Reditus",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "CJ Affiliate",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "TUNE",
   "aliases": [
    "Tune (formerly HasOffers)",
    "Tune"
   ],
   "categories": [
    "affiliate-and-partner-management",
    "partner-relationship-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Structured",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Partner Fleet",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing",
    "partner-relationship-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ZoomInfo Marketing",
   "aliases": [],
   "categories": [
    "account-based-marketing-platforms"
   ],
   "parent": "ZoomInfo",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Photoshelter",
   "aliases": [
    "PhotoShelter"
   ],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Orange Logic",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Convert",
   "aliases": [
    "Convert.com"
   ],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "HubSpot Landing Pages",
   "aliases": [],
   "categories": [
    "landing-pages-and-interactive-content"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Ceros",
   "aliases": [],
   "categories": [
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Landingi",
   "aliases": [],
   "categories": [
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Gartner Peer Insights",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "Gartner",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Base",
   "aliases": [
    "Base (formerly Crowdvocate)"
   ],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "BrandMentions",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring",
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "G2 Marketing Solutions",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "AppFollow",
   "aliases": [],
   "categories": [
    "mobile-apps",
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Zoho Social",
   "aliases": [],
   "categories": [
    "social-media-management"
   ],
   "parent": "Zoho",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SocialBee",
   "aliases": [],
   "categories": [
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Optimizely Content Marketing Platform",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "Optimizely",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Medium",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Skyword",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Facebook",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "retail-proximity-and-iot-marketing",
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "X",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "OroCommerce",
   "aliases": [],
   "categories": [
    "ecommerce-marketing",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Shopify Email",
   "aliases": [],
   "categories": [
    "ecommerce-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Influencity",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Passionfroot",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "LinkedIn Creator Marketplace",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "LinkedIn",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ReferenceEdge",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SaaSquatch",
   "aliases": [
    "SaaSquatch (ReferralSaaSquatch)"
   ],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Tolt",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management",
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Rivo",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Liftoff",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Apple Ads",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Infobip",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Textedly",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "NetLine",
   "aliases": [],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Signal AI",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Stannp",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Postie",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "DirectMail.io",
   "aliases": [],
   "categories": [
    "identity-resolution",
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Yahoo DSP",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Criteo",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Gimbal",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Swarmify",
   "aliases": [],
   "categories": [
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Dailymotion",
   "aliases": [],
   "categories": [
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Gong Forecast",
   "aliases": [],
   "categories": [
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "Gong",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Revenue Grid",
   "aliases": [],
   "categories": [
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "HubSpot Breeze",
   "aliases": [
    "HubSpot's Breeze"
   ],
   "categories": [
    "ai-sdr-agents",
    "sales-enablement-and-content"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Salesforge Agent Frank",
   "aliases": [
    "Salesforge/Agent Frank"
   ],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Air.ai",
   "aliases": [
    "Air AI"
   ],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Unify",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Autobound",
   "aliases": [],
   "categories": [
    "ai-sdr-agents",
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "HummingDeck",
   "aliases": [],
   "categories": [
    "digital-sales-rooms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Accord",
   "aliases": [],
   "categories": [
    "digital-sales-rooms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "OnePageCRM",
   "aliases": [],
   "categories": [
    "crm",
    "lead-routing-and-management",
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Clockwise",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "YouCanBookMe",
   "aliases": [
    "YouCanBook.me"
   ],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Salesforce Scheduler",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Motion",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SavvyCal",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "HubSpot Academy",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Yoodli",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Allo",
   "aliases": [
    "Allo Business"
   ],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Storydoc",
   "aliases": [],
   "categories": [
    "proposal-software",
    "sales-enablement-and-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Mediafly",
   "aliases": [],
   "categories": [
    "sales-enablement-and-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Tidio Lyro",
   "aliases": [
    "Tidio / Lyro",
    "Tidio Lyro AI"
   ],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Chatbase",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Freshworks Freddy AI Agent",
   "aliases": [
    "Freshworks: Freddy AI Agent",
    "Freshdesk / Freddy AI Agent",
    "Freshworks Freddy"
   ],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "Freshworks",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Helply",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support",
    "in-app-messaging-and-customer-communications",
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Decagon",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "InMoment",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys",
    "customer-intelligence-and-data-science"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SurveySparrow",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Retently",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Zoho Survey",
   "aliases": [
    "Zoho Survey / Zoho Forms"
   ],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "Zoho",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Gainsight CS",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys",
    "customer-intelligence-and-data-science",
    "customer-success-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Enterpret",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys",
    "customer-intelligence-and-data-science"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Skool",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "LinkedIn Groups",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "LinkedIn",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Disco",
   "aliases": [],
   "categories": [
    "community-platforms",
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Gainsight Customer Education",
   "aliases": [
    "Northpass",
    "Northpass (now part of Gainsight)",
    "Northpass / Gainsight Customer Education",
    "Northpass/Gainsight Customer Education",
    "Northpass / Gainsight CE",
    "Gainsight CE / Northpass"
   ],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "MeltingSpot",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Trainn",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ClickLearn",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "WhatsApp",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Signal",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Sendbird",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Gleap",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Zendesk Guide",
   "aliases": [
    "Zendesk Knowledge",
    "Zendesk knowledge base"
   ],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Tettra",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Cleanlist",
   "aliases": [
    "Cleanlist.ai",
    "Cleanlist AI"
   ],
   "categories": [
    "crm-data-quality-and-deduplication",
    "data-enrichment",
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "OpenRefine",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Data Ladder",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Informatica Data Quality",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "DataGroomr",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Reltio",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication",
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Melissa",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication",
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Coupa",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Malbek",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Ecwid",
   "aliases": [
    "Ecwid (by Lightspeed)"
   ],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Fabric",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization",
    "data-management-platforms",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Commissionly",
   "aliases": [],
   "categories": [
    "sales-commissions-and-incentive-compensation"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Sales Cookie",
   "aliases": [
    "SalesCookie"
   ],
   "categories": [
    "sales-commissions-and-incentive-compensation",
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SAP Commissions",
   "aliases": [
    "SAP Commissions (formerly CallidusCloud)",
    "SAP Commissions/Callidus",
    "SAP SuccessFactors / SAP Commissions",
    "SAP SuccessFactors / SAP Commissions (Callidus)",
    "SAP SuccessFactors Incentive Management",
    "SAP Incentive Management"
   ],
   "categories": [
    "sales-commissions-and-incentive-compensation",
    "territory-and-quota-planning"
   ],
   "parent": "SAP",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Secure Privacy",
   "aliases": [],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "FullEnrich",
   "aliases": [],
   "categories": [
    "data-enrichment"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Prospeo",
   "aliases": [],
   "categories": [
    "data-enrichment",
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Verifications.io",
   "aliases": [],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "MyEmailVerifier",
   "aliases": [],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "IFTTT",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Cyclr",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Merge",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Zoho Analytics",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science",
    "dashboards-and-data-visualization"
   ],
   "parent": "Zoho",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SAP Analytics Cloud",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "SAP",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Oracle BlueKai",
   "aliases": [
    "Oracle's BlueKai",
    "Oracle Marketing Cloud DMP / BlueKai",
    "Oracle ... BlueKai DMP",
    "Oracle Advertising / Oracle Marketing Cloud DMP",
    "Oracle Advertising / Oracle Marketing Cloud DMP (BlueKai)",
    "Oracle Advertising",
    "Oracle Advertising (BlueKai, Datalogix, AddThis)"
   ],
   "categories": [
    "data-management-platforms",
    "identity-resolution"
   ],
   "parent": "Oracle",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Identity Matrix",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Capturify",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Zingg",
   "aliases": [
    "Zingg Enterprise Lite",
    "Zingg Community"
   ],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "RudderStack Profiles",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Retention.com",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "TransUnion TruAudience",
   "aliases": [
    "TransUnion — TruAudience"
   ],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Commanders Act",
   "aliases": [
    "Commanders Act (TagCommander)"
   ],
   "categories": [
    "tag-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Adobe Dynamic Tag Management",
   "aliases": [
    "Adobe Dynamic Tag Management (DTM)"
   ],
   "categories": [
    "tag-management"
   ],
   "parent": "Adobe",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Trackdesk",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Partnerize",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Rakuten",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "JVZoo",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Extu",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Adobe Marketing Campaign Analytics",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "Adobe",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ZenABM",
   "aliases": [],
   "categories": [
    "account-based-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Canto Cumulus",
   "aliases": [
    "Canto Cumulus (On-Premise)"
   ],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Storyteq",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Daminion",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Cloudinary Assets",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Masset",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing",
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Pics.io",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Salesforce Marketing Cloud Personalization",
   "aliases": [
    "Salesforce Marketing Cloud Personalization (ex-Interaction Studio)",
    "Marketing Cloud Personalization"
   ],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Intellimize",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization",
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Netcore",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing",
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Unleash",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Sitecore Personalize",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Split",
   "aliases": [
    "Split (Harness)",
    "Split.io"
   ],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Flagsmith",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Webtrends Optimize",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Monetate",
   "aliases": [
    "Monetate/Kibo"
   ],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Salesforce Personalization",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Mida",
   "aliases": [
    "Mida.so"
   ],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Storylane",
   "aliases": [],
   "categories": [
    "digital-sales-rooms",
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Ion Interactive",
   "aliases": [
    "Ion Interactive (Rock Content)",
    "Ion Interactive (by Rock Content)"
   ],
   "categories": [
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Stamped",
   "aliases": [
    "Stamped.io"
   ],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "PowerReviews",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Appbot",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "TrueReview",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "EmbedReviews",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "HiFiveStar",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Broadly",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Okendo",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Sitejabber",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys",
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "YouScan",
   "aliases": [],
   "categories": [
    "review-and-reputation-management",
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Vista Social",
   "aliases": [],
   "categories": [
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Publer Professional",
   "aliases": [
    "Publer"
   ],
   "categories": [
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "MeetEdgar",
   "aliases": [],
   "categories": [
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ContentStudio",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Loomly",
   "aliases": [],
   "categories": [
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Planable",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Monday.com",
   "aliases": [
    "monday.com",
    "Monday.com CRM",
    "monday.com CRM"
   ],
   "categories": [
    "content-marketing-platforms",
    "cpq",
    "crm",
    "partner-relationship-management",
    "sales-commissions-and-incentive-compensation"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "EngageBay",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "crm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "RecurPost",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "AppSumo",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "MarketBetter",
   "aliases": [],
   "categories": [
    "ecommerce-marketing",
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Adobe Journey Optimizer",
   "aliases": [],
   "categories": [
    "ecommerce-marketing",
    "mobile-marketing-and-push"
   ],
   "parent": "Adobe",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "GaggleAMP",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Thinkers360",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Later Influence",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Kolsquare",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "EveryoneSocial",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Insense",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "DSMN8",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Joy Loyalty",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "BON Loyalty",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Loyalzoo",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Nector",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Ambassador",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "RO Innovation",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Capillary",
   "aliases": [
    "Capillary Technologies"
   ],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Comarch",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Growave",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Unity Ads",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ironSource",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Airbridge",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SplitMetrics",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Moloco",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Adobe Mobile Services",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "Adobe",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Leanplum",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications",
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SimpleTexting",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "PubNub",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications",
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Telnyx",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "RichAds",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push",
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SlickText",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Twilio Programmable Messaging",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "Twilio",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Vonage",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "PushEngage",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "PropellerAds",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push",
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Adsterra",
   "aliases": [],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Outbrain Direct Response",
   "aliases": [
    "Outbrain Direct Response by Teads"
   ],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Google Demand Gen",
   "aliases": [
    "Google Discovery / Demand Gen Ads",
    "Google Discovery Ads"
   ],
   "categories": [
    "native-and-content-advertising",
    "video-advertising"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Engageya",
   "aliases": [],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Sharethrough",
   "aliases": [],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Reddit Ads",
   "aliases": [],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "PRWeb",
   "aliases": [
    "PRWeb (Cision-owned)"
   ],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Mentionlytics",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Talkwalker Alerts",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "CoverageBook",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "BuzzStream",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "BuzzSumo",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Cision / PR Newswire",
   "aliases": [
    "Cision/PR Newswire"
   ],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Mailjoy",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "PostKnock",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "PebblePost",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "PostcardMania",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Microsoft Invest",
   "aliases": [
    "Microsoft Invest / former Xandr Invest",
    "Microsoft Invest / Xandr DSP",
    "Xandr"
   ],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "Microsoft",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "OpenX",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising",
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "PubMatic",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising",
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Vibe.co",
   "aliases": [
    "Vibe"
   ],
   "categories": [
    "programmatic-and-display-advertising",
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "MediaMath",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Google Nearby Notifications",
   "aliases": [
    "Google Nearby",
    "Google Android Nearby Notifications"
   ],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "PlotProjects",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Reveal Mobile",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "El Toro",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Adentro",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Foursquare",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Maptitude",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing",
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Microsoft Advertising",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "Microsoft",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Quartile",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Channable",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Pacvue",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "HubSpot Ads",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Tubi",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Netflix",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Snapchat Ads",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Hulu",
   "aliases": [
    "Hulu/Disney",
    "Disney/Hulu"
   ],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Bunny",
   "aliases": [],
   "categories": [
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Dacast",
   "aliases": [],
   "categories": [
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Tellius",
   "aliases": [],
   "categories": [
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "InsightSquared",
   "aliases": [],
   "categories": [
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Terret, formerly BoostUp",
   "aliases": [],
   "categories": [
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Weflow",
   "aliases": [],
   "categories": [
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Abacum",
   "aliases": [],
   "categories": [
    "revenue-intelligence-and-forecasting",
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "LeadIQ",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication",
    "sales-intelligence-and-contact-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Jeeva",
   "aliases": [
    "Jeeva AI"
   ],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Breakout",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Salesforce Agentforce SDR",
   "aliases": [
    "Agentforce SDR"
   ],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Salesmotion",
   "aliases": [],
   "categories": [
    "ai-sdr-agents",
    "data-enrichment"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Enable.us",
   "aliases": [
    "Enable.us (Enable Us)",
    "Enable Us"
   ],
   "categories": [
    "digital-sales-rooms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Zoomforth",
   "aliases": [],
   "categories": [
    "digital-sales-rooms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "DealHub DealRoom",
   "aliases": [
    "DealHub's DealRoom"
   ],
   "categories": [
    "digital-sales-rooms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Consensus",
   "aliases": [],
   "categories": [
    "digital-sales-rooms",
    "sales-enablement-and-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "LeadSquared",
   "aliases": [],
   "categories": [
    "lead-routing-and-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Bitrix24",
   "aliases": [
    "Bitrix24's free tier"
   ],
   "categories": [
    "crm",
    "lead-routing-and-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Zeeg",
   "aliases": [],
   "categories": [
    "lead-routing-and-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Chili Piper Distro",
   "aliases": [],
   "categories": [
    "lead-routing-and-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Kubaru",
   "aliases": [],
   "categories": [
    "lead-routing-and-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Google Calendar",
   "aliases": [
    "Google Calendar appointment schedules",
    "Google Calendar Appointment Schedules",
    "Google Workspace Appointment Schedules",
    "Google Appointment Schedules"
   ],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Reclaim.ai",
   "aliases": [
    "Reclaim"
   ],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Zoho Bookings",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "Zoho",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "When2meet",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Rallly",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Lessonly",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Zoho Learn",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service",
    "sales-coaching-and-training"
   ],
   "parent": "Zoho",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Gong Enable",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "Gong",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Ringover",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Myphoner Basic",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Google Dialogflow CX",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Zendesk AI",
   "aliases": [
    "Zendesk Advanced AI"
   ],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Rasa",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Zoho SalesIQ",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "Zoho",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Kore.ai",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Freshchat",
   "aliases": [
    "Freshchat / Freshworks"
   ],
   "categories": [
    "chatbots-and-conversational-ai-for-support",
    "customer-success-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Sobot",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support",
    "customer-success-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ProProfs",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support",
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Qualtrics CustomerXM",
   "aliases": [
    "Qualtrics Customer Experience"
   ],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Formbricks",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Zonka Feedback",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys",
    "customer-intelligence-and-data-science"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ProProfs Survey Maker",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Gainsight Digital Hub",
   "aliases": [
    "Gainsight Digital Hub (formerly inSided)"
   ],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "CloudShare",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Litmos",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Continu",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Teachfloor",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "LearnWorlds Pro Trainer",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Stonly",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding",
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Oracle Guided Learning",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding"
   ],
   "parent": "Oracle",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Tango",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "HelpHero",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Rocket.Chat",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Messenger",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "iMessage",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Mintlify",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "DokuWiki",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "phpMyFAQ",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "XWiki",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "HelpCenter.io",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Glean",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "KnowledgeOwl",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Wiki.js",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Slab",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Docusaurus",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Help Scout Docs",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Younium",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Sage Intacct",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "NetSuite",
   "aliases": [
    "NetSuite CRM"
   ],
   "categories": [
    "billing-and-subscription-management",
    "crm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Recharge",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Cacheflow",
   "aliases": [],
   "categories": [
    "cpq",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "PROS Smart CPQ",
   "aliases": [],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ServiceNow CPQ",
   "aliases": [],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Vendavo",
   "aliases": [],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Logik.io",
   "aliases": [],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Kickflip",
   "aliases": [],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Epicor CPQ",
   "aliases": [
    "Epicor CPQ (formerly KBMax)",
    "KBMax",
    "KBMax/Epicor",
    "Epicor CPQ/KBMax"
   ],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Copper",
   "aliases": [],
   "categories": [
    "crm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Coevera",
   "aliases": [],
   "categories": [
    "crm",
    "partner-relationship-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Integrate.io",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Duplicate Check",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Datablist",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Ataccama ONE",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "No Duplicates",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "BriteVerify",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication",
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Koalify",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Summize",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Dropbox Sign",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Contractbook",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Luminance",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "DocuSign eSignature",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Gatekeeper",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ContractPodAi",
   "aliases": [
    "ContractPodAi / Leah"
   ],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Temu",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SHEIN",
   "aliases": [
    "Shein"
   ],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "AWS Marketplace",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Big Cartel",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Core Commissions",
   "aliases": [],
   "categories": [
    "sales-commissions-and-incentive-compensation"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Oracle Sales Performance Management",
   "aliases": [],
   "categories": [
    "sales-commissions-and-incentive-compensation",
    "territory-and-quota-planning"
   ],
   "parent": "Oracle",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "CaptivateIQ Planning",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Salesforce Enterprise Territory Management",
   "aliases": [
    "Salesforce Enterprise Territory Management (ETM)"
   ],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Lative",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Workday Adaptive Planning",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Xactly AlignStar",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Quantcast Choice",
   "aliases": [],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Complianz",
   "aliases": [],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Axeptio",
   "aliases": [],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "HubSpot Breeze Intelligence",
   "aliases": [
    "Legacy Clearbit free tools",
    "HubSpot Data Enrichment",
    "HubSpot's native data enrichment",
    "HubSpot's Breeze Intelligence",
    "HubSpot's Breeze Intelligence (formerly Clearbit)",
    "HubSpot’s native enrichment",
    "HubSpot native enrichment",
    "Clearbit",
    "Clearbit (now HubSpot)",
    "Breeze Intelligence",
    "Clearbit/Breeze",
    "Clearbit / Breeze by HubSpot",
    "Clearbit / Breeze Intelligence",
    "Clearbit / HubSpot Breeze Intelligence",
    "Clearbit / HubSpot Breeze",
    "HubSpot Buyer Intent"
   ],
   "categories": [
    "b2b-intent-data",
    "crm-data-quality-and-deduplication",
    "data-enrichment",
    "identity-resolution",
    "sales-intelligence-and-contact-data"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "BetterContact",
   "aliases": [],
   "categories": [
    "data-enrichment"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Crunchbase",
   "aliases": [],
   "categories": [
    "data-enrichment"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Findymail",
   "aliases": [],
   "categories": [
    "data-enrichment",
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "MailerCheck",
   "aliases": [],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "DeBounce",
   "aliases": [],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "BounceBan",
   "aliases": [],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "EmailListVerify",
   "aliases": [],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Pandium",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Albato",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Activepieces",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "MuleSoft Anypoint Platform",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "UiPath",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ChartMogul",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science",
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Quantum Metric",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "QlikView",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Qlik Cloud Analytics",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SAP BusinessObjects",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "SAP",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "IBM Cognos Analytics",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Qlik Sense",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Power BI Embedded",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Tableau Public",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Microsoft Purview",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "Microsoft",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Alation",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Permutive",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Salesforce Audience Studio",
   "aliases": [
    "Salesforce Audience Studio / Salesforce DMP",
    "Salesforce Audience Studio / Krux",
    "Audience Studio"
   ],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Collibra",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Lotame Spherical",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Informatica IDMC",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Epsilon",
   "aliases": [
    "Epsilon / COREid",
    "Epsilon COREid"
   ],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Tilores",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Descope",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "WorkOS",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Opensend",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Auth0",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Piwik PRO Tag Manager",
   "aliases": [],
   "categories": [
    "tag-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Ensighten Manage",
   "aliases": [],
   "categories": [
    "tag-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Affiliatly",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "WarriorPlus",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "MaxBounty",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Rakuten Advertising",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Social Snowball",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Mindmatrix Bridge",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Channext",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Marq Team",
   "aliases": [
    "Marq"
   ],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ZINFI Unified Partner Management",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing",
    "partner-relationship-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ZINFI UPM",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing",
    "partner-relationship-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Impartner PRM",
   "aliases": [],
   "categories": [
    "partner-relationship-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Tremendous",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Microsoft’s Sales Agent",
   "aliases": [],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "Microsoft",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ZoomInfo Marketing OS",
   "aliases": [],
   "categories": [
    "account-based-marketing-platforms"
   ],
   "parent": "ZoomInfo",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Folloze",
   "aliases": [],
   "categories": [
    "account-based-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Terminus/ABX",
   "aliases": [
    "Terminus/ABX by DemandScience"
   ],
   "categories": [
    "account-based-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "DemandScience",
   "aliases": [],
   "categories": [
    "account-based-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Userled",
   "aliases": [],
   "categories": [
    "account-based-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "LinkedIn Ads + Sales Navigator",
   "aliases": [],
   "categories": [
    "account-based-marketing-platforms"
   ],
   "parent": "LinkedIn",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Terminus / DemandScience ABX-related offerings",
   "aliases": [],
   "categories": [
    "account-based-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "6sense Revenue AI",
   "aliases": [],
   "categories": [
    "account-based-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "DemandScience — incorporating Terminus",
   "aliases": [],
   "categories": [
    "account-based-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Metaflow AI",
   "aliases": [],
   "categories": [
    "account-based-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Nuxeo",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "BrandLife",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "echo3D",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "AtroCore",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Lingo",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Brandy",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Self-hosted ResourceSpace",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Canto Cumulus—the legacy product, not Canto's cloud DAM",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Box",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Plytix",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Veeva",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Stockpress Essential",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Islandora",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "AtroDAM",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "OpenAsset",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Canto's cloud DAM",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Adobe Bridge",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "Adobe",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Pimcore",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Sigmize",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Optimizely Web Experimentation",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "Optimizely",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Oracle Maxymiser",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "Oracle",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "OptinMonster",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Algolia",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Coveo",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ConfigCat",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Qubit",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Fibr",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Flagd",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "LaunchDarkly Experimentation",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Keak",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Datadog Experiments, formerly centered on Eppo",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Wingify — VWO + AB Tasty",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SiteSpect",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Varify.io",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "OptiMonk",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Convertize",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Ninetailed",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Crazy Egg",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Harness FF",
   "aliases": [
    "Harness FF (formerly Split)"
   ],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "VWO Web Testing",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Uniform",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Canva Websites",
   "aliases": [],
   "categories": [
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Reprise",
   "aliases": [],
   "categories": [
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "involve.me",
   "aliases": [
    "involve.me Scale"
   ],
   "categories": [
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "LanderLab",
   "aliases": [],
   "categories": [
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Navattic",
   "aliases": [],
   "categories": [
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Unbounce Experiment",
   "aliases": [],
   "categories": [
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Mailchimp Landing Pages",
   "aliases": [],
   "categories": [
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Swipe Pages",
   "aliases": [],
   "categories": [
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Heyflow",
   "aliases": [],
   "categories": [
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Knak",
   "aliases": [],
   "categories": [
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Interact",
   "aliases": [],
   "categories": [
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "NiceJob Reviews",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ReviewJet",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "G2’s seller tools",
   "aliases": [
    "G2 Seller Solutions"
   ],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "BrandYourself",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Yext Reviews",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Guaranteed Removals",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "GatherUp",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Yelp review-generation tools",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Champion",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "LocalClarity",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "WiserReview",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Reputology",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Judge.me",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Chatmeter",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Reviewshake",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Housecall Pro",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "HubSpot Social",
   "aliases": [
    "HubSpot’s social tools",
    "HubSpot Social Media Management",
    "HubSpot Social Tools"
   ],
   "categories": [
    "social-media-management"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Buffer / Later",
   "aliases": [],
   "categories": [
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Nectar Social",
   "aliases": [],
   "categories": [
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Iconosquare",
   "aliases": [],
   "categories": [
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Dash Social",
   "aliases": [],
   "categories": [
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "DemandBird",
   "aliases": [],
   "categories": [
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Socialinsider",
   "aliases": [],
   "categories": [
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Ordinal",
   "aliases": [],
   "categories": [
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Google Performance Max",
   "aliases": [
    "Performance Max"
   ],
   "categories": [
    "content-marketing-platforms",
    "video-advertising"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Pinterest",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "LinkedIn articles",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "LinkedIn",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "NewsCred",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Notion sites",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "X long-form",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Adobe GenStudio",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "Adobe",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Contently / Brafton",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "StoryChief Team Editorial",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Quora",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Upland Kapost",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ClearVoice",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Meta Advantage+",
   "aliases": [
    "Advantage+"
   ],
   "categories": [
    "content-marketing-platforms",
    "programmatic-and-display-advertising"
   ],
   "parent": "Meta",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Instagram",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Narrato",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "PathFactory",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ClickUp",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SendX",
   "aliases": [],
   "categories": [
    "ecommerce-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Shopify B2B",
   "aliases": [],
   "categories": [
    "ecommerce-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Maropost Marketing Cloud",
   "aliases": [],
   "categories": [
    "ecommerce-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Yotpo Email & SMS",
   "aliases": [],
   "categories": [
    "ecommerce-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "JoinBrands",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Influence.co",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Captiv8",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Ainfluencer",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Shoutcart",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Tracknow",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SocialBook",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Linqia",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Naano",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "LTK",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "LinkedIn Thought Leader Ads",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "LinkedIn",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Billo",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Limelight",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Bloop",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Eagle Eye",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "NextBee",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Gameball",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ReferenceEdge — Point of Reference",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Brierley",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Square Loyalty",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Fivestars",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Kobie",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Lootly",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Laudable",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Paytronix",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Zinrelo",
   "aliases": [
    "Zinrelo/True Loyal"
   ],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Loyoly",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Voucherify",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Peerbound",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Epsilon Loyalty",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Upland RO Innovation",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Point of Reference",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Loop.fans",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Flaunt",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Advocately",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Salesforce Loyalty Management",
   "aliases": [
    "Salesforce Loyalty Management + Referral Marketing",
    "Salesforce Loyalty"
   ],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Punchh",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Deeto",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "PAR Punchh",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Loop",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Zuberance",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Kangaroo",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "CrewFire",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Fetch Media",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "adjoe",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Meta Advantage+ App Campaigns",
   "aliases": [
    "Meta Advantage+ App Campaigns / Meta Ads"
   ],
   "categories": [
    "mobile-apps"
   ],
   "parent": "Meta",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Tapjoy",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "App Radar",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "data.ai",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Vero",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "PreApps",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Mistplay",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Mintegral",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Mobile Action",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Tenjin",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Chartboost",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Affise MMP",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Play Console",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Appfigures",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ASOdesk",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Gamelight",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "App Store Connect",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "AppsFlyer Zero",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "AWS SNS",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Emotive",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Apple Push Notification service",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Textitute",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "DatsPush",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Apex SMS",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Bandwidth",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Amazon SNS",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Mobile Drip",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Amazon Pinpoint",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "DaoPush",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "MessageGears",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Twilio Notify",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "Twilio",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "EZ Texting",
   "aliases": [
    "EZTexting"
   ],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Pusher Beams",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "TextMagic",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "WebEngage",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Launch SMS",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "MegaPush",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Ad-Maven",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Mediago",
   "aliases": [],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Adblade",
   "aliases": [],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Dable",
   "aliases": [],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Only B2B",
   "aliases": [],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Quora Ads",
   "aliases": [],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "BuySellAds",
   "aliases": [
    "BuySellAds / Carbon Ads"
   ],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Zeropark",
   "aliases": [],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Microsoft Audience Ads",
   "aliases": [],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "Microsoft",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "PopAds",
   "aliases": [],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Evadav",
   "aliases": [],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Plista",
   "aliases": [],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Content.ad",
   "aliases": [],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "AdNow",
   "aliases": [],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Yahoo Advertising",
   "aliases": [],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Adcash",
   "aliases": [],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SmartyAds",
   "aliases": [],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Runative",
   "aliases": [],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Clickadu",
   "aliases": [],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Meta Audience Network",
   "aliases": [
    "Meta Audience Network—especially rewarded video"
   ],
   "categories": [
    "native-and-content-advertising",
    "video-advertising"
   ],
   "parent": "Meta",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "LinkedIn Audience Network",
   "aliases": [],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "LinkedIn",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Cognizo",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Agorapulse Listening",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "TVEyes",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "F5bot",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Semrush AI PR Pro",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "Semrush",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Brand24 Individual",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Determ",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Respona",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Nexis Newsdesk",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Lumen",
   "aliases": [
    "Lumen by Talkwalker"
   ],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Handwrytten",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "EDDM",
   "aliases": [
    "EDDM (USPS)"
   ],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Wise Pelican",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Stadium",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Mailform",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Goody",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "GundirXpress",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ClickSend",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Poplar",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "DoubleVerify",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Disney Campaign Manager",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Adwave",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Choozle",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Google Ad Manager",
   "aliases": [
    "Google Ad Manager / AdX",
    "Google AdX"
   ],
   "categories": [
    "programmatic-and-display-advertising",
    "video-advertising"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Adform",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Google Search",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ad:personam",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SmartyAds DSP",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Index Exchange",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Viant",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "HUMAN",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "IAS",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Magnite",
   "aliases": [
    "Magnite / SpotX"
   ],
   "categories": [
    "programmatic-and-display-advertising",
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Quantcast",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Paramount Ads Manager",
   "aliases": [
    "Paramount"
   ],
   "categories": [
    "programmatic-and-display-advertising",
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Starti",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SingleInterface",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "PassKit",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Unacast",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "NearBee",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Placer.ai",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Validar",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Popl for Teams",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Navigine",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Jifflenow",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Swapcard",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Cvent LeadCapture",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Swirl",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Cloud4Wi",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Bluedot / Rezolve Ai",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "YOOSE",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Whats-OUT",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Infillion Gimbal",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Gravy/Venntel",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "InMarket Media",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Xtremepush",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Flybuy",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Radar Engage",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Propulso",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "MyWiFi Networks",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Semcasting",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SafeGraph",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Rezolve Point, formerly Bluedot",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Near Intelligence",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Propensity",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Cox Media Group",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Cidewalk",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "PromoInCloud",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Bluvision",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Minew",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Brella",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Hibu",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Kenshoo",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Birch",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Plai",
   "aliases": [
    "Plai.io"
   ],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Lyfe Marketing",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Opteo",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Fluency",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "WordStream / LocaliQ",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Teikametrics",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "AdFlint",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "WordStream Advisor",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Shape",
   "aliases": [
    "Shape.io"
   ],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Amazon Ads",
   "aliases": [
    "Amazon's native ads"
   ],
   "categories": [
    "ecommerce-marketing",
    "native-and-content-advertising",
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "TheOptimizer",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Revealbot",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Productsup",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Ryze AI",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "LinkedIn/Meta ad managers",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "LinkedIn",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Perpetua",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Hunch",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Wask",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Acquisio",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Microsoft Ads",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "Microsoft",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "YouTube Shorts",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Playwire",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Equativ",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Samsung TV Plus",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "LinkedIn Video Ads",
   "aliases": [
    "LinkedIn video",
    "LinkedIn CTV Ads + Video Ads"
   ],
   "categories": [
    "video-advertising"
   ],
   "parent": "LinkedIn",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Amazon Fire TV",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Pluto",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Google Video Partners",
   "aliases": [
    "Google Video Partners / Google Display Network",
    "Google Video Partners / Google Display Network video inventory"
   ],
   "categories": [
    "video-advertising"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "LG Channels",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Instagram Reels",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "VIZIO WatchFree+",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Apple TV",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Pluto TV",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Pangle / TikTok Ad Network",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Peacock",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Demandbase Advertising",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Google Chromecast",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SmartVideo",
   "aliases": [],
   "categories": [
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Jetpack VideoPress",
   "aliases": [],
   "categories": [
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Azure Media Services",
   "aliases": [],
   "categories": [
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Kinescope",
   "aliases": [],
   "categories": [
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Cinema8",
   "aliases": [],
   "categories": [
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Inspire",
   "aliases": [],
   "categories": [
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Bunny Stream",
   "aliases": [],
   "categories": [
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Hippo Video",
   "aliases": [],
   "categories": [
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Uscreen",
   "aliases": [],
   "categories": [
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "OneDrive",
   "aliases": [],
   "categories": [
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Veoh",
   "aliases": [],
   "categories": [
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Momentum",
   "aliases": [
    "Momentum.io"
   ],
   "categories": [
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Clari Forecast",
   "aliases": [],
   "categories": [
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "Clari",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Backstory",
   "aliases": [
    "Backstory (formerly People.ai)",
    "Backstory, formerly People.ai"
   ],
   "categories": [
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Weflow Revenue AI Enterprise",
   "aliases": [],
   "categories": [
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Baremetrics",
   "aliases": [],
   "categories": [
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Xant/InsideSales",
   "aliases": [],
   "categories": [
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "LocateSmarter LLC",
   "aliases": [],
   "categories": [
    "sales-intelligence-and-contact-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "AiSDR Solo",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Fin for Sales",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Lyzr",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Instantly's AI Sales Agent",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Salesforce Agentforce Engagement",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Drift / Salesloft, Intercom",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Amplemarket Duo",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Jason AI",
   "aliases": [
    "Jason AI (by Reply.io)"
   ],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Lavender",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Landbase",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Reply.io Jason",
   "aliases": [
    "Reply.io Jason AI"
   ],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Agentplace",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Regal",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Outreach/Salesloft AI",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "Outreach",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "RegieGO",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ZoomInfo Copilot",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "ZoomInfo",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Agent Frank",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "HubSpot’s Prospecting Agent",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Jazon",
   "aliases": [
    "Jazon (Lyzr)"
   ],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "RELAYTO",
   "aliases": [],
   "categories": [
    "digital-sales-rooms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "JourneySales",
   "aliases": [],
   "categories": [
    "digital-sales-rooms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Journey",
   "aliases": [],
   "categories": [
    "digital-sales-rooms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Recall.ai",
   "aliases": [],
   "categories": [
    "digital-sales-rooms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Distribute",
   "aliases": [],
   "categories": [
    "digital-sales-rooms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Omedym",
   "aliases": [],
   "categories": [
    "digital-sales-rooms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "A-Leads",
   "aliases": [],
   "categories": [
    "lead-routing-and-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Distributely",
   "aliases": [],
   "categories": [
    "lead-routing-and-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "HubSpot Operations Hub",
   "aliases": [
    "HubSpot’s native workflows",
    "Native HubSpot workflows",
    "HubSpot’s native Operations Hub",
    "HubSpot Data Quality Command Center + Breeze Intelligence",
    "HubSpot’s native duplicate manager",
    "Operations Hub"
   ],
   "categories": [
    "crm-data-quality-and-deduplication",
    "lead-routing-and-management",
    "workflow-automation-and-ipaas"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Salesforce Flow",
   "aliases": [
    "Salesforce Flows"
   ],
   "categories": [
    "lead-routing-and-management"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Distro",
   "aliases": [],
   "categories": [
    "lead-routing-and-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Salesforce Lead Assignment Rules",
   "aliases": [
    "Salesforce native lead assignment rules",
    "Salesforce native assignment rules",
    "Salesforce native routing",
    "Salesforce native rules/Flow"
   ],
   "categories": [
    "lead-routing-and-management"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Acuity",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "meetergo",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Koalendar",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "OnceHub Route",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Microsoft 365 Copilot",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "Microsoft",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Zoom Scheduler",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "Zoom",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Setmore",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SuperSaaS",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Gemini",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Cronofy",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "LeanData BookIt",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "AgreeTo for Outlook",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Inbound Closer",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "The Sales Mentor",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Corporate Visions",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Sales Pro Academy",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ClearSlide",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Seismic Learning",
   "aliases": [
    "Seismic Learning / Seismic's broader offering",
    "Seismic Learning & Coaching"
   ],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Adobe Learning Manager",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "Adobe",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Inbound Closer Accelerator",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Pitcher",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "The Sales Mentor / Inbound Closer programs",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Retorio",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "iSpring Learn",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Challenger",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Sales Closer Academy",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Quantified",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Winning",
   "aliases": [
    "Winning by Design"
   ],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Sandler",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Force Management",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Regal.ai / Vonage",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Mojo Dialer",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Five9",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Zoom Phone",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "Zoom",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Nextiva",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Call Logic",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ConnectAndSell",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Salesloft Dialer",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "Salesloft",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "CallTools",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Salesforce Sales Dialer",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Koncert",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Convoso",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "PowerDialer.ai",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Outreach/Salesloft native dialers",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "Outreach",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "VICIdial",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Showell",
   "aliases": [],
   "categories": [
    "sales-enablement-and-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Fluint",
   "aliases": [],
   "categories": [
    "sales-enablement-and-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Salesforce Sales Programs",
   "aliases": [
    "Salesforce Sales Enablement / myTrailhead / Enablement Sites",
    "Salesforce Sales Enablement / myTrailhead",
    "Salesforce-native enablement"
   ],
   "categories": [
    "customer-education-and-lms",
    "sales-coaching-and-training",
    "sales-enablement-and-content"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Bit.ai",
   "aliases": [],
   "categories": [
    "sales-enablement-and-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "HubSpot Customer Agent",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Fini",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Microsoft Bot Framework",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "Microsoft",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Social Intents",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Freddy",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Quidget",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Kommunicate",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Fin AI Agent",
   "aliases": [
    "Fin AI Agent + Intercom Helpdesk",
    "Intercom's Fin",
    "Fin AI Agent with Intercom"
   ],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Microsoft Copilot Studio",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "Microsoft",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Amazon Lex",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "IBM Watson Assistant",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "eesel AI",
   "aliases": [
    "eesel"
   ],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Chatling",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Lindy",
   "aliases": [
    "Lindy.ai"
   ],
   "categories": [
    "ai-sdr-agents",
    "chatbots-and-conversational-ai-for-support",
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ManyChat",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ProProfs Chat",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ChatBot.com",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Genesys Cloud Agentic Virtual Agent",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Wonderchat",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Enjo",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Fin.ai",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Cognigy",
   "aliases": [
    "Cognigy.AI"
   ],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Maven AGI",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Chatfuel",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Botpress",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Helpshift",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "HubSpot Chatbot Builder",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Forethought",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Qualaroo",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Frill",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Feature Upvote",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Pollfish",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Perspective AI",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Beamer",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Pendo Listen",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Forsta",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Yelp",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Nicereply",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Productboard",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Ripoff Report",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Zonka",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "UserVoice",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Usersnap",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "GetFeedback Direct",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Wootric",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Skalin",
   "aliases": [],
   "categories": [
    "customer-success-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Akita",
   "aliases": [],
   "categories": [
    "customer-success-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Velaris",
   "aliases": [],
   "categories": [
    "customer-success-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "HubSpot Customer Success Workspace",
   "aliases": [],
   "categories": [
    "customer-success-platforms"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Higher Logic Thrive",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Zendesk Gunbot/Community",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Khoros Communities — Aurora",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "X Communities",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Hivebrite",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Heartbeat",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Zendesk Gather",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Facebook Group",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Reddit Communities",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Zendesk Community",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Kajabi Communities",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Bevy",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Appsembler",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SafetyCulture",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Arcade",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "EdApp",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Tovuti LMS",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "uTeach",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Kajabi",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Apollo Learn",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Moodle",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Shepherd.js",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Inline Manual",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Supademo",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Hopscotch",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "tts performance suite",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Intro.js",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Reactour",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Toonimo",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Lemon Learning",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Driver.js",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SAP Enable Now",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding"
   ],
   "parent": "SAP",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "datango",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Newired",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Tandem",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Rocketlane",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ProductFruits",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Pusher Chatkit",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "JPush",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Gist",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Swrve",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "WeChat",
   "aliases": [
    "WeChat/Weixin"
   ],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Getui",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "HelpCrunch",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Twilio Programmable Chat",
   "aliases": [
    "Twilio Programmable Chat / Legacy Twilio APIs"
   ],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "Twilio",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Plotline",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Twilio Conversations",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "Twilio",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Pumble",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Layer",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "MirrorFly",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Zoho Cliq",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "Zoho",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Stream Chat",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Ably",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Outline",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "eGain AI Knowledge Hub",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "WordPress knowledge base plugin",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Coworker AI",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "MkDocs / Docusaurus",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Documize",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Intercom Knowledge Hub",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "HelpDocs",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Docmost",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Google Sites",
   "aliases": [
    "Google Sites + Drive"
   ],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ReadMe",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Nuclino",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Obsidian",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Waybook",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Bloomfire",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "MediaWiki",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Solvimon",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "2Checkout / Verifone",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Sequence",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "BillingPlatform",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Whop",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "QuoteWerks Web Essential",
   "aliases": [],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Conga Advantage CPQ / Smart CPQ",
   "aliases": [],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Zakeke",
   "aliases": [],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ConvertCalculator",
   "aliases": [],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Revalize",
   "aliases": [],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Salesbricks",
   "aliases": [],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Configure One Cloud",
   "aliases": [
    "Configure One Cloud (Revalize)"
   ],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Epicor",
   "aliases": [],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Alguna",
   "aliases": [],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Zendesk Sell",
   "aliases": [],
   "categories": [
    "crm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Salesflare",
   "aliases": [],
   "categories": [
    "crm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Insightly",
   "aliases": [],
   "categories": [
    "crm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Twenty",
   "aliases": [],
   "categories": [
    "crm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "EspoCRM",
   "aliases": [],
   "categories": [
    "crm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Less Annoying CRM",
   "aliases": [],
   "categories": [
    "crm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Zoho One",
   "aliases": [],
   "categories": [
    "crm"
   ],
   "parent": "Zoho",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Nutshell",
   "aliases": [],
   "categories": [
    "crm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Capsule CRM",
   "aliases": [
    "Capsule"
   ],
   "categories": [
    "crm",
    "customer-data-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Attio",
   "aliases": [],
   "categories": [
    "crm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ZaapIT",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Salesforce Duplicate/Matching Rules",
   "aliases": [
    "Salesforce's duplicate management",
    "Salesforce’s native Duplicate Management",
    "Native Salesforce matching and duplicate rules"
   ],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Twilio Lookup",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "Twilio",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Grazitti",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Experian Data Quality",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Semarchy",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Dun & Bradstreet Optimizer",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "WinPure",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Great Expectations",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Dynamics 365 duplicate detection rules",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Precisely Trillium",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "CSV-based cleanup",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "BitScale",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SyncMatters",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Talend",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "dbt tests",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Plauti Duplicate Check",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Dynamics",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "IBM QualityStage",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SAP MDG",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "SAP",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Informatica Cloud Data Quality",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Loqate",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Smart Duplicate Manager",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Anomalo",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Salesforce Data.com",
   "aliases": [
    "Salesforce Data.com Clean/Prospector"
   ],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "IBM InfoSphere QualityStage",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Soda",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SAS Data Quality",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Validity",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Monte Carlo",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Smarty",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Stibo",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Coupa CLM",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "HyperStart",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Leah",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Trackado",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SAP Ariba Contracts",
   "aliases": [
    "SAP Ariba / SAP CLM",
    "SAP Sourcing / SAP CLM 11.0 on-premises"
   ],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "SAP",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Workday",
   "aliases": [
    "Workday (formerly Evisort)"
   ],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Bind",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Adobe Acrobat Sign",
   "aliases": [
    "Adobe Sign"
   ],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "Adobe",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ContractWorks",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SirionLabs",
   "aliases": [
    "SirionLabs (Sirion)"
   ],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "AliExpress",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Etsy",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Magento 1.x",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Shopware",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Clazar",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Walmart Marketplace",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Azure Marketplace",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Volusion V1",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Allegro",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Medusa",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Zen Cart",
   "aliases": [
    "ZenCart"
   ],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Wix Stores",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "TikTok Shop",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "eBay",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Amberflo",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "VTEX",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "GCP Marketplace",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "OpenCart",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Wix eCommerce",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Tackle",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Cone",
   "aliases": [],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "QorusDocs",
   "aliases": [],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Nusii",
   "aliases": [],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "AutogenAI",
   "aliases": [],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ElevateHQ",
   "aliases": [],
   "categories": [
    "sales-commissions-and-incentive-compensation"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Easy-Commission",
   "aliases": [],
   "categories": [
    "sales-commissions-and-incentive-compensation"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Blitz",
   "aliases": [],
   "categories": [
    "sales-commissions-and-incentive-compensation"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Centify",
   "aliases": [],
   "categories": [
    "sales-commissions-and-incentive-compensation"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Gradient Works Bookbuilder / Carve",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "EasyTerritory",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "MapBusinessOnline",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "CaptivateIQ Rev Planning",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "BatchGeo",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "GeoPard",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Geopointe",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Salesforce Sales Planning v1",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Xactly Sales Planning",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "BoogieBoard",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "AlignStar",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "TripLog",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Apptivo",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Oracle Sales Planning",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "Oracle",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Board",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Klaro!",
   "aliases": [],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "PRIVO",
   "aliases": [],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Consently",
   "aliases": [],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "InMobi CMP",
   "aliases": [],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Securiti",
   "aliases": [
    "Securiti.ai"
   ],
   "categories": [
    "consent-and-privacy-management",
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Crownpeak",
   "aliases": [],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Truendo",
   "aliases": [],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Google’s built-in CMP",
   "aliases": [],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "UniConsent",
   "aliases": [],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Orejime",
   "aliases": [],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Usercentrics Web CMP",
   "aliases": [],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Ethyca",
   "aliases": [],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Datanyze",
   "aliases": [],
   "categories": [
    "data-enrichment"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Dun & Bradstreet",
   "aliases": [],
   "categories": [
    "data-enrichment"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ContactOut",
   "aliases": [],
   "categories": [
    "data-enrichment"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Crustdata",
   "aliases": [],
   "categories": [
    "data-enrichment"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "VerifiedEmail",
   "aliases": [],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Clean Email verifier",
   "aliases": [],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Bounceless",
   "aliases": [],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Reoon",
   "aliases": [],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "QuickEmailVerification",
   "aliases": [],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "BulkEmailVerification",
   "aliases": [],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "LeadMagic",
   "aliases": [],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "QuickEmailVerifier",
   "aliases": [],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "WhoisXML",
   "aliases": [],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "MailTester",
   "aliases": [],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "MailerSend",
   "aliases": [],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Mailtrap",
   "aliases": [],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Workato Embedded",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Pipefy",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Tray Embedded",
   "aliases": [
    "Tray.ai Embedded"
   ],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Camunda",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Jitterbit",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Ampersand",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Slack Workflows",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Microsoft Azure Integration Services",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "Microsoft",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Pabbly Connect",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SAP Integration Suite",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "SAP",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Dovetail",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Featurebase",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Chattermill",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "LiveSession",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Glassbox",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Amplitude Accounts",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Gainsight CS + Staircase AI",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Thematic",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Unwrap",
   "aliases": [
    "Unwrap.ai"
   ],
   "categories": [
    "customer-intelligence-and-data-science"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Hex",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Metabase Community Edition",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "KNIME",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Grafana",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Explo",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Cube",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Redash",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Amazon QuickSight",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Oracle BI",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "Oracle",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Oracle Analytics",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "Oracle",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Mode / Hex",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Lightdash",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SAS Business Intelligence",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Self-hosted Apache Superset",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Cleo",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Delta",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "AWS data stack",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Cohesity Data Cloud",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Synapse",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Iceberg",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "AWS",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "GoAnywhere",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Matillion",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Palantir Foundry",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "HubSpot Audience Segments",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "MOVEit",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "IBM",
   "aliases": [
    "IBM (watsonx.data intelligence)"
   ],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Cloudera Data Platform",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "IBM Cloud Pak for Data",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ClicData",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Palantir",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "OvalEdge",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Informatica Intelligent Data Management Cloud",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Zeotap",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Entra External ID",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Deep Sync",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "National Public Data",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Okta",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Customers.ai",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Experian — Identity Resolution / Consumer Sync",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "dedupe",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Senzing",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Merkle",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Leadpipe",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Python `dedupe`",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Quantexa",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "LiveRamp — RampID / AbiliTec",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Hightouch Adaptive Identity Resolution",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Frontegg",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Entra",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Leadspace",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Merkle Merkury",
   "aliases": [
    "Merkle's Merkury"
   ],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "RecordLinkage",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Gravy Analytics",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Tamr",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Happierleads",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "InfoSum",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "JENTIS",
   "aliases": [],
   "categories": [
    "tag-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ObservePoint",
   "aliases": [],
   "categories": [
    "tag-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "CHEQ Manage",
   "aliases": [],
   "categories": [
    "tag-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Yottaa",
   "aliases": [],
   "categories": [
    "tag-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Qubit OpenTag",
   "aliases": [],
   "categories": [
    "tag-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Tealium iQ Tag Management",
   "aliases": [],
   "categories": [
    "tag-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Digital Altitude",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "RedHotPie",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Systeme.io",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "All Inclusive",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Post Affiliate Pro",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "SliceWP",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "MOBE",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "LeadDyno",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Acceleration Partners",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "AffiliateWP",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Digistore24",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "360insights",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Pica9 CampaignDrive",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "TIE Kinetix",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "e2open",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "CampaignDrive",
   "aliases": [
    "CampaignDrive by Pica9"
   ],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Whatagraph",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "xAmplify",
   "aliases": [
    "xAmplify Basic TCMA"
   ],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Tyfone",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Workfront",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Pica9",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Webinfinity/Channeltivity",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "WorkSpan",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Mindmatrix PRM/Bridge",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Distribion",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Ansira Brand-to-Local",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Vartopia",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Elioplus",
   "aliases": [],
   "categories": [
    "partner-relationship-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Kiflo PRM",
   "aliases": [],
   "categories": [
    "partner-relationship-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Rework",
   "aliases": [],
   "categories": [
    "partner-relationship-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Affise",
   "aliases": [],
   "categories": [
    "partner-relationship-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Teamable",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "EmployeeReferrals.com",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ERIN",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Referralful",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Sprad",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "InviteBox",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Prefinery",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "InviteReferrals",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "GrowthHero",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "ReferralHero",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Talentry",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Gleam",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "LinkJolt",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Partnerships",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "WC Affiliate",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Greenhouse",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "PartnerTap",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Firstbird",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "AmbassadorFlow",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Dropcontact",
   "aliases": [
    "DropContact"
   ],
   "categories": [
    "crm-data-quality-and-deduplication",
    "data-enrichment",
    "sales-intelligence-and-contact-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Fiverr",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Kapost",
   "aliases": [
    "Kapost (by Upland)"
   ],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Volusion",
   "aliases": [],
   "categories": [
    "ecommerce-marketing",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "REmail",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Ocean.io",
   "aliases": [],
   "categories": [
    "data-enrichment",
    "sales-intelligence-and-contact-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Produktly",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Configit",
   "aliases": [],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Cleverbridge",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Qvidian",
   "aliases": [
    "Upland",
    "Qvidian/Upland"
   ],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Bonsai",
   "aliases": [],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Agiled",
   "aliases": [],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Mapline",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Better Business Bureau",
   "aliases": [
    "Better Business Bureau (BBB)"
   ],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "ComplaintsBoard",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "UseTrust",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Cloutly",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Pissed Consumer",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Postqued",
   "aliases": [],
   "categories": [
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Nuelink",
   "aliases": [],
   "categories": [
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Crowdfire",
   "aliases": [],
   "categories": [
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "PostEverywhere",
   "aliases": [],
   "categories": [
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Upwork",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Trello",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "iWriter",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "AnswerThePublic",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Welcome",
   "aliases": [
    "Welcome (by Optimizely)"
   ],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Google Trends",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Textbroker",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Verblio",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Privy",
   "aliases": [],
   "categories": [
    "ecommerce-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Sequenzy",
   "aliases": [],
   "categories": [
    "ecommerce-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Loox",
   "aliases": [],
   "categories": [
    "ecommerce-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Justuno",
   "aliases": [],
   "categories": [
    "ecommerce-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Social Cat",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "KALO IQ",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Elev8or",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Influee",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "TrueLoyal",
   "aliases": [
    "TrueLoyal (formerly Zinrelo)"
   ],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "FaveCard",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Rise.ai",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Twilio Engage",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "Twilio",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Zipwhip",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "SendPulse",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Yahoo Native",
   "aliases": [
    "Yahoo Advertising native",
    "Verizon Media native",
    "Yahoo/Verizon native"
   ],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Mention / MentionDrop",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Medialyst / ListIQ",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Snappy",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Direct Mail for Mac",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Tingono",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Adlo",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Google Display Network",
   "aliases": [
    "Google Ads/GDN",
    "Google Ads Display"
   ],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Outlogic",
   "aliases": [
    "Outlogic (formerly X-Mode Social)",
    "Outlogic, formerly X-Mode",
    "X-Mode",
    "X-Mode/Outlogic",
    "X-Mode / Outlogic"
   ],
   "categories": [
    "identity-resolution",
    "mobile-apps",
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Kumulos",
   "aliases": [
    "Kumulos (by Optimove)"
   ],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Propellant Media",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "SnapGlyph or qrcode.io",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Captello",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Flame Analytics",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Bleesk",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Swirl Networks",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Raydiant",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "ShopAdvisor",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Infillion",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "aiwifi",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "X (Formerly Twitter) Video Ads",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Amazon Prime Video",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Rumble",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Premium Connected TV",
   "aliases": [
    "Premium Connected TV (Hulu, Roku)"
   ],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Gab",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Truth Social",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "PopCash",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Signal Engine",
   "aliases": [],
   "categories": [
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "MaxIQ",
   "aliases": [],
   "categories": [
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Kluster",
   "aliases": [],
   "categories": [
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "SyncGTM / Clay",
   "aliases": [],
   "categories": [
    "sales-intelligence-and-contact-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Agentforce Piper",
   "aliases": [
    "Agentforce Piper (formerly Qualified)"
   ],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Conversica",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Instantly Copilot",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "VideoAsk",
   "aliases": [],
   "categories": [
    "digital-sales-rooms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "OneMob",
   "aliases": [],
   "categories": [
    "digital-sales-rooms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Buyerstage",
   "aliases": [],
   "categories": [
    "digital-sales-rooms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "FollowUp",
   "aliases": [],
   "categories": [
    "digital-sales-rooms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "RouterJet",
   "aliases": [],
   "categories": [
    "lead-routing-and-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Square Appointments",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Clara",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "TidyCal",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "x.ai",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Locu",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Appointy",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "SimplyMeet.me",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Mokta",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Deelan",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Wonderway",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "SC Training",
   "aliases": [
    "SC Training (formerly EdApp)"
   ],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Wayground",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Cuebo & Hyperbound",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Kendo AI",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Calley App",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Nectar",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "RingDNA",
   "aliases": [
    "RingDNA (Revenue.io)"
   ],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Kixie PowerCall",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "DocSend",
   "aliases": [],
   "categories": [
    "sales-enablement-and-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Peony",
   "aliases": [],
   "categories": [
    "sales-enablement-and-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Ada CX",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "DevRev",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "My AskAI",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Chatarmin",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Crisp.chat",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Siena",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Halo AI",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Fider",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Sleekplan",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Tally.so",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Fillout",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Microsoft Forms",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "Microsoft",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Churn Solution",
   "aliases": [],
   "categories": [
    "customer-success-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Strikedeck",
   "aliases": [],
   "categories": [
    "customer-success-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Amity",
   "aliases": [],
   "categories": [
    "customer-success-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Jive Software",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Vanilla Forums",
   "aliases": [
    "Vanilla Forums (by Higher Logic)"
   ],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Gainsight CC",
   "aliases": [
    "Gainsight CC (formerly inSided)"
   ],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Flarum",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "bbPress or BuddyPress",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Patreon",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Cornerstone",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Strigo",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "ProProfs Training Maker",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Instruqt",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Saba",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Udemy",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Usetiful",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "ZEGOCLOUD",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "TalkJS",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Applozic",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "EngageLab",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "HelpSite",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Anytype",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Power BI Q&A",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Evernote",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "AppFlowy",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Wolfia",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Miro",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Intercom Articles",
   "aliases": [
    "Intercom Help Center + Fin"
   ],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "PayPal",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "MonetizeNow",
   "aliases": [],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "MRPeasy",
   "aliases": [],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Zuora CPQ",
   "aliases": [],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Odoo",
   "aliases": [],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Turnstile",
   "aliases": [],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Catalystk",
   "aliases": [],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "GoldMine",
   "aliases": [],
   "categories": [
    "crm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Monday Sales CRM",
   "aliases": [],
   "categories": [
    "crm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Act!",
   "aliases": [],
   "categories": [
    "crm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Validity BriteVerify",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Lexion",
   "aliases": [
    "Lexion (by Docusign)"
   ],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Scrive",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Contract Flash",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Yousign",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Xakia Contracts",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Robin AI",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "SAP Commerce Cloud",
   "aliases": [],
   "categories": [
    "ecommerce-marketing",
    "ecommerce-platforms"
   ],
   "parent": "SAP",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "osCommerce",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Stripe Revenue Cloud",
   "aliases": [
    "Stripe Revenue Cloud (Stripe Billing + Invoicing)"
   ],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Magento Open Source",
   "aliases": [
    "Magento Open Source (Adobe Commerce)"
   ],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Elastic Path",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Weebly",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Turbify",
   "aliases": [
    "Turbify (formerly Yahoo! Store)"
   ],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Stripe",
   "aliases": [
    "Stripe (Billing + Invoicing)"
   ],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Salesforce B2B Commerce",
   "aliases": [],
   "categories": [
    "ecommerce-marketing",
    "ecommerce-platforms"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "SiftHub",
   "aliases": [],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Plutio",
   "aliases": [],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Indy",
   "aliases": [],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Carvd",
   "aliases": [],
   "categories": [
    "sales-commissions-and-incentive-compensation"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "InstaMaps",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Google My Maps",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "AlignMix",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Complianz Personal",
   "aliases": [],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Cookie Consent",
   "aliases": [],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "DataGrail",
   "aliases": [],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "OneTrust / Cookiepro",
   "aliases": [],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "BuiltWith",
   "aliases": [],
   "categories": [
    "data-enrichment"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Email List Validation",
   "aliases": [
    "Email List Validation (emaillistvalidation.com)"
   ],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Hunter Email Verifier",
   "aliases": [],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "BillionVerify",
   "aliases": [],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Mails.so",
   "aliases": [],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Automate.io",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Integromat",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Relay.app",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Gumloop",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Arahi AI",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Cloud Elements",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Talend Open Studio",
   "aliases": [
    "Talend Open Studio / open-source stack"
   ],
   "categories": [
    "data-management-platforms",
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Nerve",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Minds",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Oracle CX",
   "aliases": [],
   "categories": [
    "crm",
    "customer-intelligence-and-data-science"
   ],
   "parent": "Oracle",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "CusenReach",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "User Intuition",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "HubSpot Customer Journey Analytics",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Origami",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Cumul.io",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Preset",
   "aliases": [
    "Preset (Apache Superset)"
   ],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "IBM Cognos",
   "aliases": [
    "Cognos"
   ],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "GoodData",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Basedash",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Embeddable",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Nielsen DMP",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "Nielsen",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "AWS Clean Rooms",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Mediarithmics",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "OnAudience",
   "aliases": [
    "OnAudience.com"
   ],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Decentriq",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "ID5",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "MadKudu",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Throtle",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Tracklution",
   "aliases": [],
   "categories": [
    "tag-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "IBM Digital Analytics",
   "aliases": [],
   "categories": [
    "tag-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Affilomania / TrafficOn",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Awin Access",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Belboon",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "CinnaLab.io",
   "aliases": [],
   "categories": [
    "partner-relationship-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Kickbooster",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "RQ",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Siren Affiliates",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Endorsely",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Blitz Rocket",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Boon",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "RolePoint",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "BixGrow",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-10.1"
  },
  {
   "name": "Sinch",
   "aliases": [
    "Sinch MessageMedia",
    "Sinch Engage",
    "Sinch SMS"
   ],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "Sinch",
   "lab": "none",
   "source": "bare parent readings, 2026-09-12.1"
  },
  {
   "name": "Thryv",
   "aliases": [
    "Thryv Reputation Management"
   ],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "Thryv",
   "lab": "none",
   "source": "bare parent readings, 2026-09-12.1"
  },
  {
   "name": "Acquia Personalization",
   "aliases": [
    "Acquia Lift",
    "Acquia Personalization (formerly Lift)"
   ],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "Acquia",
   "lab": "none",
   "source": "bare parent readings, 2026-09-12.1"
  },
  {
   "name": "SAP Sales Cloud",
   "aliases": [
    "SAP Sales Cloud V2",
    "SAP C4C",
    "SAP Cloud for Customer",
    "SAP CRM"
   ],
   "categories": [
    "crm"
   ],
   "parent": "SAP",
   "lab": "none",
   "source": "bare parent readings, 2026-09-12.1"
  },
  {
   "name": "Oracle Sales",
   "aliases": [
    "Oracle CX Sales",
    "Oracle Sales Cloud",
    "Oracle Fusion Sales"
   ],
   "categories": [
    "crm"
   ],
   "parent": "Oracle",
   "lab": "none",
   "source": "bare parent readings, 2026-09-12.1"
  },
  {
   "name": "Meta Business Suite",
   "aliases": [
    "Meta Business Suite / Creator Studio",
    "Facebook Business Suite"
   ],
   "categories": [
    "attribution-mmm",
    "channel-partner-and-local-marketing",
    "content-marketing-platforms",
    "data-management-platforms",
    "ecommerce-marketing",
    "influencer-platforms",
    "retail-proximity-and-iot-marketing",
    "search-and-social-advertising-platforms",
    "social-media-management",
    "video-marketing-and-hosting"
   ],
   "parent": "Meta",
   "lab": "none",
   "source": "bare parent readings, 2026-09-12.1"
  },
  {
   "name": "Google Ads",
   "aliases": [
    "Google Ads (Search)",
    "Google Ads Manager",
    "Google Ads Editor",
    "native Google Ads"
   ],
   "categories": [
    "ecommerce-marketing",
    "mobile-apps",
    "programmatic-and-display-advertising",
    "retail-proximity-and-iot-marketing",
    "search-and-social-advertising-platforms",
    "video-advertising"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "fold spec, 2026-09-12.2"
  },
  {
   "name": "TikTok",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "video-marketing-and-hosting"
   ],
   "parent": "TikTok",
   "lab": "none",
   "source": "fold spec, 2026-09-12.2"
  },
  {
   "name": "Amazon",
   "aliases": [
    "Amazon Marketplace",
    "Amazon Seller Central"
   ],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "Amazon",
   "lab": "none",
   "source": "fold spec, 2026-09-12.2"
  },
  {
   "name": "Workday CLM",
   "aliases": [
    "Workday Contract Lifecycle Management",
    "Evisort",
    "Workday CLM / Evisort",
    "Workday CLM / former Evisort"
   ],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "Workday",
   "lab": "none",
   "source": "fold spec, 2026-09-12.2"
  },
  {
   "name": "Bird",
   "aliases": [
    "Bird (formerly MessageBird)",
    "MessageBird",
    "Bird/MessageBird"
   ],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "fold spec, 2026-09-12.2"
  },
  {
   "name": "Foundry ABM",
   "aliases": [
    "Triblio",
    "Foundry ABM, formerly Triblio"
   ],
   "categories": [
    "account-based-marketing-platforms"
   ],
   "parent": "Foundry",
   "lab": "none",
   "source": "fold spec, 2026-09-12.2"
  },
  {
   "name": "Cardone University",
   "aliases": [
    "Cardone on Demand",
    "Grant Cardone",
    "Cardone University / Cardone on Demand",
    "Grant Cardone / Cardone University"
   ],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "fold spec, 2026-09-12.2"
  },
  {
   "name": "Adyoulike",
   "aliases": [
    "Adyoulike/AdYouLike"
   ],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "fold spec, 2026-09-12.2"
  },
  {
   "name": "consentmanager",
   "aliases": [
    "consentmanager.net"
   ],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Semrush AI PR Toolkit",
   "aliases": [
    "Prowly (by Semrush)",
    "Prowly",
    "Semrush AI PR Toolkit, formerly Prowly",
    "Semrush AI PR Toolkit (formerly Prowly)",
    "Semrush AI PR Toolkit/Prowly"
   ],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "Semrush",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Bidsketch",
   "aliases": [
    "Bidsketch Team"
   ],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-09.1"
  },
  {
   "name": "Neon Mobile",
   "aliases": [
    "Neon (consumer app)",
    "Neon app",
    "Neon call recording app"
   ],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "status": "discontinued",
   "lab": "none",
   "source": "fold spec, 2026-09-12.3"
  },
  {
   "name": "Hey Sid",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing",
    "data-management-platforms",
    "ecommerce-marketing",
    "programmatic-and-display-advertising",
    "retail-proximity-and-iot-marketing",
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Trainual",
   "aliases": [],
   "categories": [
    "customer-education-and-lms",
    "digital-adoption-and-onboarding",
    "knowledge-base-and-self-service",
    "sales-coaching-and-training",
    "sales-enablement-and-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "CustomerLabs 1PD Ops",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ReviewGrower",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "AdLib",
   "aliases": [],
   "categories": [
    "native-and-content-advertising",
    "programmatic-and-display-advertising",
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Convo",
   "aliases": [],
   "categories": [
    "conversation-intelligence",
    "sales-coaching-and-training",
    "sales-enablement-and-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Talkdesk",
   "aliases": [],
   "categories": [
    "conversation-intelligence",
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "GoHighLevel",
   "aliases": [
    "GoHighLevel (HighLevel)",
    "GoHighLevel (GHL)"
   ],
   "categories": [
    "channel-partner-and-local-marketing",
    "conversation-intelligence",
    "crm",
    "customer-intelligence-and-data-science",
    "ecommerce-marketing",
    "email-marketing",
    "lead-routing-and-management",
    "marketing-automation",
    "mobile-marketing-and-push",
    "revenue-intelligence-and-forecasting",
    "review-and-reputation-management",
    "sales-enablement-and-content",
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Buyapowa",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Prospero",
   "aliases": [],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Forecastr",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Proposable",
   "aliases": [],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Billsby",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "EasyComp",
   "aliases": [],
   "categories": [
    "sales-commissions-and-incentive-compensation"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "CookieScript",
   "aliases": [],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Creatio",
   "aliases": [
    "Creatio (Unlimited Plan)"
   ],
   "categories": [
    "crm",
    "customer-success-platforms",
    "marketing-automation",
    "partner-relationship-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Einstein",
   "aliases": [
    "Salesforce Einstein (Service Cloud)",
    "Salesforce Einstein (Search & Chat)"
   ],
   "categories": [
    "ai-sdr-agents",
    "ai-visibility-tracking",
    "chatbots-and-conversational-ai-for-support",
    "conversation-intelligence",
    "crm-data-quality-and-deduplication",
    "customer-intelligence-and-data-science",
    "identity-resolution",
    "lead-routing-and-management",
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Optifai",
   "aliases": [],
   "categories": [
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Google Analytics 360",
   "aliases": [
    "Google Analytics 360 (GA360)",
    "Google Analytics 360 (GA4 Enterprise)"
   ],
   "categories": [
    "attribution-mmm",
    "customer-intelligence-and-data-science",
    "product-analytics"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Wellows",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking",
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Skrapp",
   "aliases": [],
   "categories": [
    "email-verification",
    "influencer-platforms",
    "sales-intelligence-and-contact-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Zoho Subscriptions",
   "aliases": [
    "Zoho Subscriptions (now Zoho Billing)"
   ],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "Zoho",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Skipcall",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ServiceNow Customer Service Management",
   "aliases": [
    "ServiceNow Customer Service Management (CSM)"
   ],
   "categories": [
    "customer-support-helpdesk",
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Personyze",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Squarespace Commerce",
   "aliases": [],
   "categories": [
    "ecommerce-marketing",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "OnceHub",
   "aliases": [
    "OnceHub (ScheduleOnce)",
    "OnceHub (formerly ScheduleOnce)"
   ],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Mini Course Generator",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Ataccama",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication",
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Genesys Cloud CX",
   "aliases": [
    "Genesys Cloud CX (formerly Pointillist)"
   ],
   "categories": [
    "chatbots-and-conversational-ai-for-support",
    "conversation-intelligence",
    "customer-intelligence-and-data-science",
    "customer-support-helpdesk",
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Realize",
   "aliases": [
    "Realize (by Taboola)"
   ],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "WinPure Clean & Match",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Skyword Accelerator360",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "N.Rich",
   "aliases": [],
   "categories": [
    "account-based-marketing-platforms",
    "native-and-content-advertising",
    "programmatic-and-display-advertising",
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SugarCRM",
   "aliases": [
    "SugarCRM (Sugar Sell)",
    "SugarCRM (Self-Hosted versions)"
   ],
   "categories": [
    "crm",
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "IBM InfoSphere",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication",
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SnapLogic",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "PrestaShop",
   "aliases": [],
   "categories": [
    "ecommerce-marketing",
    "ecommerce-platforms",
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Skyvia",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Personizely",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Snapchat",
   "aliases": [
    "SnapChat"
   ],
   "categories": [
    "content-marketing-platforms",
    "in-app-messaging-and-customer-communications",
    "mobile-apps",
    "video-advertising",
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Spryker",
   "aliases": [],
   "categories": [
    "ecommerce-marketing",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Klear",
   "aliases": [
    "Klear (formerly Traackr)",
    "Klear (Meltwater)",
    "Klear (Meltwater-owned)"
   ],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Yotpo Loyalty",
   "aliases": [
    "YOTPO LOYALTY"
   ],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "LexisNexis Newsdesk",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ProProfs Knowledge Base",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Model N",
   "aliases": [
    "Model N (High Tech Edition)"
   ],
   "categories": [
    "cpq",
    "sales-commissions-and-incentive-compensation"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Maestra",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing",
    "content-marketing-platforms",
    "customer-data-platforms",
    "data-management-platforms",
    "ecommerce-marketing",
    "in-app-messaging-and-customer-communications",
    "loyalty-advocacy-and-referrals",
    "marketing-automation",
    "mobile-apps",
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Sitecore Content Hub",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Vibes",
   "aliases": [],
   "categories": [
    "mobile-apps",
    "mobile-marketing-and-push",
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ZapScale",
   "aliases": [],
   "categories": [
    "customer-success-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ContractZen",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Proposally.ai",
   "aliases": [],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Pixelflow",
   "aliases": [],
   "categories": [
    "tag-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "CoreMedia",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesmsg",
   "aliases": [],
   "categories": [
    "conversation-intelligence",
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Neuralift",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "UserGems",
   "aliases": [],
   "categories": [
    "account-based-marketing-platforms",
    "b2b-intent-data",
    "data-enrichment",
    "sales-intelligence-and-contact-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "PostPlanify",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Facebook Messenger",
   "aliases": [
    "Facebook Messenger (Meta)"
   ],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "Facebook",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Grammarly",
   "aliases": [
    "Grammarly Business",
    "Grammarly (free)",
    "Grammarly Free"
   ],
   "categories": [
    "content-marketing-platforms",
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "OpenPhone",
   "aliases": [
    "OpenPhone (Quo)"
   ],
   "categories": [
    "conversation-intelligence",
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Weld",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "MassetUs",
   "aliases": [],
   "categories": [
    "digital-asset-management",
    "sales-enablement-and-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Gumroad",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management",
    "content-marketing-platforms",
    "customer-education-and-lms",
    "ecommerce-marketing",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Critical Mention",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Foursquare Proximity",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Surefire Local",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing",
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Ooma Office",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "DataMatch Enterprise",
   "aliases": [
    "DataMatch Enterprise (by Data Ladder)",
    "DataMatch Enterprise (Data Ladder)"
   ],
   "categories": [
    "crm-data-quality-and-deduplication",
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SAP Territory and Quota",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "SAP",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Kissflow",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Channelyze",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing",
    "partner-relationship-management",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Siteimprove",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking",
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Rankability",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking",
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SalesRabbit",
   "aliases": [],
   "categories": [
    "sales-engagement",
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "OpenText Digital Asset Management",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "OpenText",
   "aliases": [
    "OpenText (formerly Symphony / ImageVault)"
   ],
   "categories": [
    "digital-asset-management",
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Shift4Shop",
   "aliases": [
    "Shift4Shop (formerly 3dcart)",
    "Shift4Shop (Formerly 3dcart)",
    "Shift4Shop (formerly 3DCart)"
   ],
   "categories": [
    "ecommerce-marketing",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Brandzooka",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising",
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SmartWinnr",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Mattermost",
   "aliases": [],
   "categories": [
    "community-platforms",
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Integrately",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Marketing Cloud Intelligence",
   "aliases": [
    "Salesforce Marketing Cloud Intelligence (Datorama)",
    "Salesforce Marketing Cloud Intelligence (formerly Datorama)"
   ],
   "categories": [
    "attribution-mmm",
    "customer-intelligence-and-data-science"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Keen Decision Systems",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "MixModeler",
   "aliases": [
    "MixModeler (by Meta)"
   ],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ClickHouse",
   "aliases": [
    "ClickHouse Cloud",
    "ClickHouse (Self-hosted)"
   ],
   "categories": [
    "data-management-platforms",
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Oracle Commerce",
   "aliases": [
    "Oracle Commerce Cloud",
    "Oracle Commerce (ATG)"
   ],
   "categories": [
    "ecommerce-marketing",
    "ecommerce-platforms"
   ],
   "parent": "Oracle",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "AspireIQ",
   "aliases": [
    "AspireIQ (now Aspire)"
   ],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Genius Referrals",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing",
    "loyalty-advocacy-and-referrals",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "WonderPush",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "LocaliQ",
   "aliases": [
    "LOCALiQ",
    "LocaliQ (formerly WordStream)",
    "LocalIQ"
   ],
   "categories": [
    "channel-partner-and-local-marketing",
    "crm",
    "retail-proximity-and-iot-marketing",
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "BoostUp/Terret",
   "aliases": [
    "BoostUp / Terret"
   ],
   "categories": [
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "BookYourData",
   "aliases": [
    "Bookyourdata"
   ],
   "categories": [
    "crm-data-quality-and-deduplication",
    "data-enrichment",
    "identity-resolution",
    "sales-intelligence-and-contact-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "PowerRouter",
   "aliases": [],
   "categories": [
    "lead-routing-and-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Atlassian Confluence",
   "aliases": [
    "Atlassian Confluence (Enterprise Plan)"
   ],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "Atlassian",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Solidgate",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Wave",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management",
    "crm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Cincom CPQ",
   "aliases": [],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Dell Boomi",
   "aliases": [
    "Dell Boomi (Dell Integration Cloud)",
    "Dell Boomi (now just Boomi)"
   ],
   "categories": [
    "crm-data-quality-and-deduplication",
    "data-management-platforms",
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Vena",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "AdOpt",
   "aliases": [],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "MicroStrategy",
   "aliases": [
    "MicroStrategy (Strategy)",
    "MicroStrategy (now branded \"Strategy\")"
   ],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Atlan",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Adobe AEM",
   "aliases": [],
   "categories": [
    "digital-asset-management",
    "marketing-cms"
   ],
   "parent": "Adobe",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Sight AI",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking",
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Notified",
   "aliases": [
    "Notified (formerly Intercall)",
    "Notified (formerly Intrado)"
   ],
   "categories": [
    "pr-and-media-monitoring",
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Oracle Responsys",
   "aliases": [],
   "categories": [
    "ecommerce-marketing",
    "email-marketing",
    "marketing-automation",
    "mobile-apps",
    "mobile-marketing-and-push"
   ],
   "parent": "Oracle",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Zoho LandingPage",
   "aliases": [],
   "categories": [
    "landing-pages-and-interactive-content"
   ],
   "parent": "Zoho",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SparkLayer",
   "aliases": [],
   "categories": [
    "ecommerce-marketing",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Intellifluence",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Staffbase",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications",
    "mobile-apps",
    "mobile-marketing-and-push",
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "PR Newswire",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Printfection",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SalesTools.io",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Arrows",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding",
    "digital-sales-rooms",
    "sales-coaching-and-training",
    "sales-enablement-and-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HubSpot Workflows",
   "aliases": [
    "HubSpot workflows"
   ],
   "categories": [
    "lead-routing-and-management",
    "workflow-automation-and-ipaas"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Routera",
   "aliases": [],
   "categories": [
    "lead-routing-and-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Quo",
   "aliases": [
    "Quo Starter"
   ],
   "categories": [
    "customer-intelligence-and-data-science",
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SAP SuccessFactors",
   "aliases": [],
   "categories": [
    "customer-education-and-lms",
    "referral-and-partner-programs",
    "sales-commissions-and-incentive-compensation",
    "territory-and-quota-planning"
   ],
   "parent": "SAP",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Guidde",
   "aliases": [],
   "categories": [
    "customer-education-and-lms",
    "digital-adoption-and-onboarding"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HoneyBook",
   "aliases": [
    "Honeybook"
   ],
   "categories": [
    "cpq",
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ZoomInfo OperationsOS",
   "aliases": [
    "ZoomInfo OperationsOS (formerly RingLead)"
   ],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "ZoomInfo",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SAP Data Services",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "SAP",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "NetCommissions",
   "aliases": [],
   "categories": [
    "sales-commissions-and-incentive-compensation"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Verifalia",
   "aliases": [],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Automation Anywhere",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Ingest IQ",
   "aliases": [],
   "categories": [
    "tag-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ThoughtMetric",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Databox",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science",
    "dashboards-and-data-visualization",
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Omnibound",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking",
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ZoomInfo GTM Workspace",
   "aliases": [
    "ZoomInfo / GTM Workspace"
   ],
   "categories": [
    "ai-sdr-agents",
    "b2b-intent-data",
    "meeting-scheduling",
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "ZoomInfo",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Zoho Marketing+",
   "aliases": [
    "Zoho Marketing Plus"
   ],
   "categories": [
    "channel-partner-and-local-marketing",
    "content-marketing-platforms",
    "data-management-platforms",
    "marketing-automation"
   ],
   "parent": "Zoho",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Flodesk",
   "aliases": [],
   "categories": [
    "email-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Foleon",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Creator.co",
   "aliases": [
    "creator.co"
   ],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "InfluenceFlow",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Oracle CrowdTwist",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "Oracle",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Loyally.ai",
   "aliases": [
    "Loyally AI"
   ],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Albert.ai",
   "aliases": [
    "Albert AI",
    "Albert AI (Albert.ai)",
    "Albert.ai (AI-Based)"
   ],
   "categories": [
    "channel-partner-and-local-marketing",
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "WhenAvailable",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Content Camel",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training",
    "sales-enablement-and-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "RingCentral RingCX",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "RingCentral",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Comm100",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Sogolytics",
   "aliases": [
    "Sogolytics (formerly SoGoSurvey)",
    "Sogolytics (SoGoSurvey)"
   ],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Cornerstone OnDemand",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Podia",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Quotient",
   "aliases": [],
   "categories": [
    "cpq",
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "CUFinder",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication",
    "data-enrichment"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HelloSign",
   "aliases": [
    "HelloSign (Dropbox Sign)",
    "HelloSign Free"
   ],
   "categories": [
    "contract-lifecycle-management-and-e-signature",
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Spreadsheets",
   "aliases": [
    "Spreadsheets (Excel/Google Sheets)",
    "spreadsheets",
    "spreadsheets (Excel/Google Sheets)"
   ],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "TagCommander",
   "aliases": [
    "TagCommander (Commanders Act)"
   ],
   "categories": [
    "tag-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "FlexOffers",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Magentrix PRM",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing",
    "partner-relationship-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Partnerplace",
   "aliases": [],
   "categories": [
    "partner-relationship-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Blueshift",
   "aliases": [
    "Blueshift Growth",
    "BlueShift"
   ],
   "categories": [
    "customer-data-platforms",
    "customer-intelligence-and-data-science",
    "data-management-platforms",
    "experimentation-and-personalization",
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Dashword",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SEOptimer",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking",
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Hubilo",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "BrightTALK",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "KrispCall",
   "aliases": [],
   "categories": [
    "conversation-intelligence",
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Attribution App",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Mozart Data",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Ayzeo",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Snitcher",
   "aliases": [],
   "categories": [
    "b2b-intent-data",
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Uberflip",
   "aliases": [],
   "categories": [
    "account-based-marketing-platforms",
    "content-marketing-platforms",
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Plerdy",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding",
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Coda",
   "aliases": [],
   "categories": [
    "data-management-platforms",
    "digital-adoption-and-onboarding",
    "knowledge-base-and-self-service",
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Expert Reputation",
   "aliases": [
    "Expert Reputation (ReviewIQ)"
   ],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Praising.ai",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring",
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Stackby",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "#paid",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Textla",
   "aliases": [],
   "categories": [
    "mobile-apps",
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Pressboard",
   "aliases": [],
   "categories": [
    "native-and-content-advertising",
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Epom",
   "aliases": [],
   "categories": [
    "native-and-content-advertising",
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Panopto",
   "aliases": [],
   "categories": [
    "video-advertising",
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Amplemarket Duo Copilot",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ZoomInfo GTM Studio",
   "aliases": [
    "ZoomInfo GTM Studio (RingLead)"
   ],
   "categories": [
    "lead-routing-and-management"
   ],
   "parent": "ZoomInfo",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HubSpot Routing",
   "aliases": [
    "HubSpot routing"
   ],
   "categories": [
    "lead-routing-and-management"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Sandler Training",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Outdoo AI",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "MightyCall",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "IBM watsonx Assistant",
   "aliases": [
    "IBM watsonx Assistant Enterprise"
   ],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Customerscore.io",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science",
    "customer-success-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Knowledge",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Hyperline",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management",
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ConnectWise CPQ",
   "aliases": [],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Pega",
   "aliases": [
    "Pega Platform"
   ],
   "categories": [
    "crm",
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Findymail CRM Datacare",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Upland Qvidian",
   "aliases": [],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Appian",
   "aliases": [
    "Appian Platform"
   ],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SAP Master Data Governance",
   "aliases": [
    "SAP Master Data Governance (MDG)"
   ],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "SAP",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Snowflake Data Cloud",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Acxiom Real Identity",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Kontent.ai",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Yoast",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Twitch",
   "aliases": [
    "Twitch (Amazon)"
   ],
   "categories": [
    "video-advertising",
    "video-marketing-and-hosting",
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Einstein Conversation Insights",
   "aliases": [
    "Salesforce Einstein Conversation Insights (ECI)"
   ],
   "categories": [
    "conversation-intelligence",
    "sales-coaching-and-training"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "CallHippo",
   "aliases": [],
   "categories": [
    "conversation-intelligence",
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Admetrics",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ServiceNow CSM",
   "aliases": [
    "ServiceNow CSM (Customer Service Management)"
   ],
   "categories": [
    "customer-support-helpdesk",
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Definite",
   "aliases": [],
   "categories": [
    "data-management-platforms",
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Pabbly",
   "aliases": [
    "Pabbly Plus"
   ],
   "categories": [
    "billing-and-subscription-management",
    "email-verification",
    "marketing-automation"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ZoomInfo MarketingOS",
   "aliases": [],
   "categories": [
    "account-based-marketing-platforms",
    "data-management-platforms"
   ],
   "parent": "ZoomInfo",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "VNTANA",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Prompt Reviews",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "DivvyHQ",
   "aliases": [
    "DivvyHQ (Lytho)",
    "DivvyHQ (now part of Lytho)"
   ],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Marketing 360",
   "aliases": [
    "Marketing 360 (formerly Madwire)"
   ],
   "categories": [
    "channel-partner-and-local-marketing",
    "content-marketing-platforms",
    "ecommerce-marketing",
    "mobile-apps",
    "retail-proximity-and-iot-marketing",
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Intershop",
   "aliases": [],
   "categories": [
    "ecommerce-marketing",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Scrumball",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Vyper",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "UXCam",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science",
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Webpushr",
   "aliases": [],
   "categories": [
    "mobile-apps",
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Nexxen",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Ad Geeks",
   "aliases": [
    "Ad Geeks (Partner Access)"
   ],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "MobiLynk",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Beambox",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ContactID",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing",
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "LinkedIn Ads Manager",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "LinkedIn",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ReportGarden",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Spotify Ads",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Terret",
   "aliases": [
    "Terret (formerly BoostUp)",
    "Terret (formerly BoostUp.ai)",
    "Terret (BoostUp)"
   ],
   "categories": [
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "LeadLoft",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "OpenClaw",
   "aliases": [
    "OpenClaw (open-source)"
   ],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SalesRobot",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Assignment Rules",
   "aliases": [
    "Salesforce Assignment Rules (Native)"
   ],
   "categories": [
    "lead-routing-and-management"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Medallia Experience Cloud",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys",
    "customer-intelligence-and-data-science"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ProductLift",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys",
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SurveyPlanet",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Hook",
   "aliases": [],
   "categories": [
    "customer-success-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Wire",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Tencent RTC Chat",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "OneBill",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Braintree",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Talend Data Quality",
   "aliases": [
    "Talend Data Quality (Qlik Talend)"
   ],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "signNow",
   "aliases": [
    "SignNow"
   ],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Beta Systems ANOW! Suite",
   "aliases": [
    "Beta Systems ANOW!"
   ],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "BMC Control-M",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "BMC",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "VidIQ",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management",
    "content-marketing-platforms",
    "customer-intelligence-and-data-science",
    "product-analytics",
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Firebase Analytics",
   "aliases": [],
   "categories": [
    "mobile-apps",
    "product-analytics"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Kentico Xperience",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Acquia Drupal",
   "aliases": [
    "Acquia / Drupal",
    "Acquia/Drupal"
   ],
   "categories": [
    "content-marketing-platforms",
    "marketing-cms"
   ],
   "parent": "Acquia",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Semrush Writing Assistant",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "Semrush",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "GrowthBar",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Search Atlas",
   "aliases": [
    "Search Atlas (OTTO)"
   ],
   "categories": [
    "ai-visibility-tracking",
    "content-marketing-platforms",
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Cisco Webex Webinars",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "Cisco",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Swoogo",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ExecVision",
   "aliases": [],
   "categories": [
    "conversation-intelligence",
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Mojo Helpdesk",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SupportBee",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Azure Synapse Analytics",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Databricks Lakehouse",
   "aliases": [
    "Databricks Lakehouse Platform"
   ],
   "categories": [
    "customer-intelligence-and-data-science",
    "data-management-platforms",
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Redshift Serverless",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "KIME",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Beamtrace",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Microsoft Dynamics 365 Marketing",
   "aliases": [],
   "categories": [
    "email-marketing",
    "marketing-automation"
   ],
   "parent": "Microsoft",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HighLevel",
   "aliases": [
    "HighLevel (GoHighLevel)"
   ],
   "categories": [
    "crm",
    "customer-education-and-lms",
    "lead-routing-and-management",
    "marketing-automation",
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Google Workspace",
   "aliases": [
    "Google Workspace (Docs/Analytics/Search Console)"
   ],
   "categories": [
    "content-marketing-platforms",
    "crm",
    "email-marketing",
    "proposal-software",
    "sales-enablement-and-content"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Tofu",
   "aliases": [],
   "categories": [
    "account-based-marketing-platforms",
    "content-marketing-platforms",
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Tomba",
   "aliases": [],
   "categories": [
    "account-based-marketing-platforms",
    "data-enrichment",
    "email-verification",
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "OpenText DAM",
   "aliases": [
    "OpenText DAM (Media Management)"
   ],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Nosto",
   "aliases": [],
   "categories": [
    "ecommerce-marketing",
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Visme",
   "aliases": [],
   "categories": [
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Sprinklr Social",
   "aliases": [],
   "categories": [
    "review-and-reputation-management",
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "FeedbackRobot",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys",
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Vendasta",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "retail-proximity-and-iot-marketing",
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "StarFlywheel",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Planoly",
   "aliases": [],
   "categories": [
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Averi",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "CapCut",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "mobile-apps",
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Oracle CX Commerce",
   "aliases": [],
   "categories": [
    "ecommerce-marketing",
    "ecommerce-platforms"
   ],
   "parent": "Oracle",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Brandwatch Influence",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "NeoReach",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Bubblehouse",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Referral Rocket",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management",
    "loyalty-advocacy-and-referrals",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Loopy Loyalty",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Boingnet",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Wilio",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "BlueBite",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ReachLocal",
   "aliases": [
    "ReachLocal (now LocalIQ)"
   ],
   "categories": [
    "channel-partner-and-local-marketing",
    "retail-proximity-and-iot-marketing",
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Google/YouTube",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Streamable",
   "aliases": [],
   "categories": [
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Einstein / Agentforce",
   "aliases": [
    "Salesforce Einstein/Agentforce"
   ],
   "categories": [
    "ai-sdr-agents",
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Coefficient",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization",
    "revenue-intelligence-and-forecasting",
    "sales-commissions-and-incentive-compensation",
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "eesier",
   "aliases": [
    "eesier (the \"Blue Button\")"
   ],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Phonexa",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management",
    "lead-routing-and-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "WaitWell",
   "aliases": [
    "Waitwell"
   ],
   "categories": [
    "customer-intelligence-and-data-science",
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SAP Litmos",
   "aliases": [],
   "categories": [
    "customer-education-and-lms",
    "sales-coaching-and-training"
   ],
   "parent": "SAP",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "OnRamp",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding",
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Mojo",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Boost.ai",
   "aliases": [
    "boost.ai"
   ],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Helpable",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support",
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Simplesat",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Champify",
   "aliases": [],
   "categories": [
    "customer-success-platforms",
    "data-enrichment"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "phpBB",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Scribe",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding",
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Klipfolio",
   "aliases": [],
   "categories": [
    "cpq",
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Oracle NetSuite",
   "aliases": [
    "Oracle NetSuite (legacy module)"
   ],
   "categories": [
    "crm",
    "data-management-platforms",
    "ecommerce-platforms",
    "partner-relationship-management",
    "territory-and-quota-planning"
   ],
   "parent": "Oracle",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Duplicate Management",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Profisee",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication",
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Territory Planning / Maps",
   "aliases": [
    "Salesforce Territory Planning/Maps"
   ],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Consentmo",
   "aliases": [],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Nintex",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Customer 360",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Oracle Enterprise Data Management",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "Oracle",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "UID2",
   "aliases": [
    "UID2 (The Trade Desk)"
   ],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "mParticle IDSync",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Persona",
   "aliases": [
    "Persona (withpersona.com)"
   ],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Adobe Experience Platform (AEP) Tags",
   "aliases": [],
   "categories": [
    "tag-management"
   ],
   "parent": "Adobe",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Affonso",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Partner Relationship Management",
   "aliases": [
    "Salesforce Partner Relationship Management (PRM)",
    "Salesforce Partner Relationship Management (Partner Cloud)"
   ],
   "categories": [
    "channel-partner-and-local-marketing",
    "partner-relationship-management"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Mindmatrix PRM",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing",
    "partner-relationship-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Adobe Real-Time CDP B2B Edition",
   "aliases": [],
   "categories": [
    "customer-data-platforms",
    "data-management-platforms",
    "identity-resolution"
   ],
   "parent": "Adobe",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Alteryx",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication",
    "data-management-platforms",
    "product-analytics",
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Countly",
   "aliases": [],
   "categories": [
    "product-analytics"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "dotCMS",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Slate",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking",
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Promptwatch",
   "aliases": [
    "Promptwatch (Essential tier)"
   ],
   "categories": [
    "ai-visibility-tracking",
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Oncrawl",
   "aliases": [
    "OnCrawl"
   ],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Screaming Frog SEO Spider",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Hemingway Editor",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Keywords Everywhere",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "6Connex",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Cisco Webex",
   "aliases": [],
   "categories": [
    "meeting-scheduling",
    "webinar-virtual-events"
   ],
   "parent": "Cisco",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Webex Events/Webinars",
   "aliases": [
    "Webex Events & Webinars",
    "Webex Events & Webinars (Cisco)"
   ],
   "categories": [
    "community-platforms",
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Accelevents",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Microsoft 365",
   "aliases": [],
   "categories": [
    "email-marketing",
    "webinar-virtual-events",
    "workflow-automation-and-ipaas"
   ],
   "parent": "Microsoft",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Remo Conference",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Allegrow",
   "aliases": [],
   "categories": [
    "email-verification",
    "sales-engagement"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Mode",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization",
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Amplitude AI Visibility",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ProductRank.ai",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "IntentData.io",
   "aliases": [],
   "categories": [
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salespanel",
   "aliases": [],
   "categories": [
    "b2b-intent-data",
    "consent-and-privacy-management",
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Wishpond",
   "aliases": [],
   "categories": [
    "landing-pages-and-interactive-content",
    "marketing-automation"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Listrak",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing",
    "email-marketing",
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Leadiro",
   "aliases": [],
   "categories": [
    "account-based-marketing-platforms",
    "lead-routing-and-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Leadinfo",
   "aliases": [],
   "categories": [
    "account-based-marketing-platforms",
    "data-enrichment",
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ImageKit",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Perspective",
   "aliases": [],
   "categories": [
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Zapier Forms",
   "aliases": [],
   "categories": [
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Builderall",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management",
    "content-marketing-platforms",
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Vanta",
   "aliases": [],
   "categories": [
    "data-management-platforms",
    "review-and-reputation-management",
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ReputationStacker",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "AppReviewBot",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "EmbedSocial",
   "aliases": [
    "EmbedSocial (EmbedReviews)"
   ],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Localith",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Typefully",
   "aliases": [],
   "categories": [
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Percolate",
   "aliases": [
    "Percolate by Seismic",
    "Percolate (by Seismic)"
   ],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Descript",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "video-advertising",
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Elastic Path Composable Commerce",
   "aliases": [],
   "categories": [
    "ecommerce-marketing",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Wix Commerce",
   "aliases": [],
   "categories": [
    "ecommerce-marketing",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Skeepers",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Apex Loyalty",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Kademi",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Loyalty Gator",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Sonar",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "MobileAction",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Sakari",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "TrafficStars",
   "aliases": [],
   "categories": [
    "native-and-content-advertising",
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Business Wire",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Oppizi",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "PFL Direct Mail Platform",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Amazon Advertising",
   "aliases": [
    "Amazon Advertising Platform"
   ],
   "categories": [
    "programmatic-and-display-advertising",
    "search-and-social-advertising-platforms"
   ],
   "parent": "Amazon",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Blasto DSP",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Thinaire",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Clicks Geek",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "AdStellar",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms",
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "WebFX",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Bïrch",
   "aliases": [
    "Bïrch (formerly Revealbot)"
   ],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Pinterest Ads",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms",
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "VISTY",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Facebook Video",
   "aliases": [],
   "categories": [
    "video-advertising",
    "video-marketing-and-hosting"
   ],
   "parent": "Facebook",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Muvi",
   "aliases": [],
   "categories": [
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Spotlightr",
   "aliases": [],
   "categories": [
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Fairview",
   "aliases": [
    "Fairview Starter"
   ],
   "categories": [
    "dashboards-and-data-visualization",
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Saleshandy Lead Finder",
   "aliases": [],
   "categories": [
    "sales-intelligence-and-contact-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Coldreach",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "1mind",
   "aliases": [
    "1mind (Superhuman)"
   ],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Clodura AI",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Ambition",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training",
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SecondBody",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Outreach Voice",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "Outreach",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "LivePerson",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Yellow.ai",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SpaceForms",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Mopinion",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Zapnito",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Disciple",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Beetsol",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Outseta",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management",
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Tour Kit",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Slack Enterprise Grid",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "GetStream",
   "aliases": [
    "GetStream (Stream Chat)",
    "GetStream (Stream)"
   ],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Tencent RTC",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "eGain",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Ferndesk",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Stax Bill",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SubscriptionFlow",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Infor CPQ",
   "aliases": [],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SAP Customer Experience",
   "aliases": [
    "SAP Customer Experience (CX)",
    "SAP Customer Experience (SAP Sales Cloud / Service Cloud)"
   ],
   "categories": [
    "crm"
   ],
   "parent": "SAP",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SuiteCRM",
   "aliases": [],
   "categories": [
    "crm",
    "data-management-platforms",
    "sales-commissions-and-incentive-compensation"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Smartsheet",
   "aliases": [],
   "categories": [
    "crm",
    "data-management-platforms",
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Findymail Datacare",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SAP Data Intelligence",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication",
    "data-management-platforms"
   ],
   "parent": "SAP",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "EazyMatch AI",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Inventive AI",
   "aliases": [],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "AutoRFP.ai",
   "aliases": [],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Ignition",
   "aliases": [],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Javelin",
   "aliases": [
    "Javelin (Sales Compensation)"
   ],
   "categories": [
    "sales-commissions-and-incentive-compensation"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Visualbonus",
   "aliases": [],
   "categories": [
    "sales-commissions-and-incentive-compensation"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Optymyze",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SAP Territory & Quota",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "SAP",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Territory Management",
   "aliases": [
    "Salesforce Territory Management (native feature)"
   ],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Territory Helper",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "LeadGenius",
   "aliases": [],
   "categories": [
    "data-enrichment"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Stonebranch UAC",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Zoho Flow",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "Zoho",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Tealium Customer Data Hub",
   "aliases": [],
   "categories": [
    "data-management-platforms",
    "tag-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Informatica MDM",
   "aliases": [],
   "categories": [
    "data-management-platforms",
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "LiveRamp Identity Resolution",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Experian Identity Resolution Solutions",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Microsoft Entra ID",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "Microsoft",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Sumsub",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Stape",
   "aliases": [
    "Stape (server-side GTM)"
   ],
   "categories": [
    "tag-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Stape.io",
   "aliases": [],
   "categories": [
    "tag-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ZINFI Technologies",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SwipeBuilder",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Treasure AI",
   "aliases": [
    "Treasure AI (formerly Treasure Data)"
   ],
   "categories": [
    "customer-data-platforms",
    "customer-intelligence-and-data-science",
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Uniphore",
   "aliases": [
    "Uniphore (Uniphore Marketing AI)"
   ],
   "categories": [
    "customer-data-platforms",
    "customer-intelligence-and-data-science"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Redpoint Global",
   "aliases": [],
   "categories": [
    "customer-data-platforms",
    "customer-intelligence-and-data-science"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Klaviyo Data Platform",
   "aliases": [],
   "categories": [
    "customer-data-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Meiro",
   "aliases": [],
   "categories": [
    "customer-data-platforms",
    "data-management-platforms",
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SAS",
   "aliases": [
    "SAS (Viya)"
   ],
   "categories": [
    "crm-data-quality-and-deduplication",
    "customer-data-platforms",
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Optimove",
   "aliases": [
    "Optimove (incorporating Kumulos)"
   ],
   "categories": [
    "customer-data-platforms",
    "customer-intelligence-and-data-science",
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "GainsightPX",
   "aliases": [],
   "categories": [
    "product-analytics"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Directus",
   "aliases": [],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Brightspot",
   "aliases": [],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HubSpot for Marketers",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "marketing-cms"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Sistrix",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "xSeek",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking",
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Keygrip",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Outranking",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Claude",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support",
    "content-marketing-platforms",
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Whitespark",
   "aliases": [],
   "categories": [
    "review-and-reputation-management",
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Contrast",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Zoom Webinar",
   "aliases": [
    "Zoom Webinar+"
   ],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "Zoom",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Vbrick",
   "aliases": [],
   "categories": [
    "video-advertising",
    "video-marketing-and-hosting",
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Mindbody",
   "aliases": [
    "MINDBODY"
   ],
   "categories": [
    "meeting-scheduling",
    "referral-and-partner-programs",
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Woodpecker",
   "aliases": [],
   "categories": [
    "sales-engagement"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Overloop",
   "aliases": [],
   "categories": [
    "ai-sdr-agents",
    "data-enrichment",
    "sales-engagement"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Ooma",
   "aliases": [],
   "categories": [
    "conversation-intelligence",
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HubSpot CI",
   "aliases": [],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Avaya",
   "aliases": [],
   "categories": [
    "conversation-intelligence",
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Google Cloud Contact Center AI",
   "aliases": [
    "Google Cloud Contact Center AI (GCCCAI)"
   ],
   "categories": [
    "chatbots-and-conversational-ai-for-support",
    "conversation-intelligence"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Marketing Evolution",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "LeadsRx",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Humblytics",
   "aliases": [],
   "categories": [
    "attribution-mmm",
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HESK",
   "aliases": [
    "Hesk"
   ],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Jira",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk",
    "knowledge-base-and-self-service",
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ClearFeed",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support",
    "customer-success-platforms",
    "customer-support-helpdesk",
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Desk365",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Trifacta",
   "aliases": [
    "Trifacta (Alteryx)"
   ],
   "categories": [
    "crm-data-quality-and-deduplication",
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Oracle Autonomous Data Warehouse",
   "aliases": [],
   "categories": [
    "data-management-platforms",
    "data-warehouse-reverse-etl"
   ],
   "parent": "Oracle",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Superset",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization",
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Trackerly.ai",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Rank Prompt",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Datarade",
   "aliases": [],
   "categories": [
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Campaigner",
   "aliases": [],
   "categories": [
    "email-marketing",
    "marketing-automation"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Acoustic",
   "aliases": [],
   "categories": [
    "email-marketing",
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Turtl",
   "aliases": [],
   "categories": [
    "account-based-marketing-platforms",
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Ion",
   "aliases": [
    "Ion (formerly Pipedrive Sales)",
    "Ion (Rock Content)",
    "Ion (by Rock Content)"
   ],
   "categories": [
    "account-based-marketing-platforms",
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Razuna",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "OpenText Media Management",
   "aliases": [
    "OpenText Media Management (OTMM)"
   ],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Brault",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Tagbox.io",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Basecamp",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Evergage",
   "aliases": [
    "Evergage (Salesforce)",
    "Evergage (now part of Salesforce Marketing Cloud)"
   ],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "VWO Personalize",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ConvertFlow",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization",
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Softr",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service",
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Convertri",
   "aliases": [],
   "categories": [
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Reply Fast",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Social Studio",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "social-media-management"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Tailwind",
   "aliases": [],
   "categories": [
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Social Champ",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms",
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Adobe Express",
   "aliases": [],
   "categories": [
    "social-media-management",
    "video-advertising"
   ],
   "parent": "Adobe",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Taplio",
   "aliases": [],
   "categories": [
    "influencer-platforms",
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Monday",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "crm",
    "knowledge-base-and-self-service",
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Nextdoor",
   "aliases": [
    "NextDoor Business"
   ],
   "categories": [
    "channel-partner-and-local-marketing",
    "community-platforms",
    "content-marketing-platforms",
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Content360.io",
   "aliases": [
    "content360.io"
   ],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Enji",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Flipkart",
   "aliases": [],
   "categories": [
    "ecommerce-marketing",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Meesho",
   "aliases": [],
   "categories": [
    "ecommerce-marketing",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Sana",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding",
    "digital-sales-rooms",
    "ecommerce-marketing",
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Yelp Ads",
   "aliases": [],
   "categories": [
    "ecommerce-marketing",
    "mobile-apps",
    "retail-proximity-and-iot-marketing",
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "AMT",
   "aliases": [
    "AMT (AI-Native Flat-Fee Model)",
    "AMT (Formerly Aspire)"
   ],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Influencer Hero",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "GoByline",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Preferred Patron Loyalty",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Loyverse POS",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Superfiliate",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Unity",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "InMobi",
   "aliases": [],
   "categories": [
    "mobile-apps",
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SuprSend",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Mobile Text Alerts",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Life360 Ads",
   "aliases": [
    "Life360 Ads (formerly Nativo)",
    "Life360 Ads (featuring Nativo)"
   ],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Google AdSense",
   "aliases": [],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Yahoo Gemini",
   "aliases": [],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "LiveIntent",
   "aliases": [
    "Liveintent"
   ],
   "categories": [
    "identity-resolution",
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Paved",
   "aliases": [],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "JustReachOut",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "LettrLabs",
   "aliases": [],
   "categories": [
    "identity-resolution",
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "CM.com",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "AmazingMail",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SAP CX",
   "aliases": [],
   "categories": [
    "crm",
    "print"
   ],
   "parent": "SAP",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Modern Postcard",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "VistaPrint",
   "aliases": [
    "Vistaprint"
   ],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Xandr/Microsoft",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Roku OneView",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising",
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Epom DSP",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Proximity MX",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Aisle411",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Precisely",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication",
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Mapsted",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Blis",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "IjasApp",
   "aliases": [
    "IjasApp (Physical Web)"
   ],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "InZynk",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Hootsuite Ads",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "KlientBoost",
   "aliases": [
    "Klientboost"
   ],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Google Ads Smart Campaigns",
   "aliases": [
    "Google Ads Smart campaigns"
   ],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "LinkedIn CTV Ads",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "LinkedIn",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "MNTN Performance TV",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Vyond",
   "aliases": [],
   "categories": [
    "sales-enablement-and-content",
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ExoClick",
   "aliases": [
    "Exoclick"
   ],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Bunny.net",
   "aliases": [
    "Bunny.net (Bunny Stream)"
   ],
   "categories": [
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "VIDIZMO",
   "aliases": [],
   "categories": [
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Scratchpad",
   "aliases": [],
   "categories": [
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Persana AI",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Gojiberry AI",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ClientPoint",
   "aliases": [],
   "categories": [
    "digital-sales-rooms",
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HubSpot native workflows",
   "aliases": [
    "HubSpot Native Workflows"
   ],
   "categories": [
    "lead-routing-and-management"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Native",
   "aliases": [
    "Salesforce Native (Flows & Standard Assignment Rules)",
    "Salesforce Native (Lead Assignment Rules + Omni-Channel)",
    "Salesforce native"
   ],
   "categories": [
    "channel-partner-and-local-marketing",
    "lead-routing-and-management"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Boberdoo",
   "aliases": [
    "boberdoo"
   ],
   "categories": [
    "lead-routing-and-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Streak",
   "aliases": [],
   "categories": [
    "crm",
    "lead-routing-and-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Lunacal",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SimplyBook.me",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Leadmonk",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Workday Learning",
   "aliases": [],
   "categories": [
    "customer-education-and-lms",
    "sales-coaching-and-training"
   ],
   "parent": "Workday",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Trailhead",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding",
    "sales-coaching-and-training"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Fastcall",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "DialedIn",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Myphoner",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Pifini",
   "aliases": [],
   "categories": [
    "sales-enablement-and-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Tribble",
   "aliases": [],
   "categories": [
    "proposal-software",
    "sales-enablement-and-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Purkle8.ai",
   "aliases": [],
   "categories": [
    "sales-enablement-and-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Freshdesk Freddy",
   "aliases": [
    "Freshdesk Freddy (Freshworks)"
   ],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Freshdesk Freddy AI",
   "aliases": [
    "Freshdesk / Freddy AI"
   ],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SiteGPT",
   "aliases": [
    "SiteGPT Enterprise"
   ],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HubSpot Chatbot",
   "aliases": [
    "HubSpot chatbot"
   ],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "forms.app",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Community Cloud",
   "aliases": [
    "Salesforce Community Platform"
   ],
   "categories": [
    "community-platforms"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "NodeBB",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Gainsight Communities",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Axero",
   "aliases": [
    "Axero (SimplyConnect)",
    "Axero (now part of Higher Logic)"
   ],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "GroupApp",
   "aliases": [
    "GroupApp (Free Tier)"
   ],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Swarm",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "LearnDash",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "FreshLearn",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "BambooHR",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature",
    "customer-education-and-lms",
    "knowledge-base-and-self-service",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "GUIDEcx",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ScreenSpace",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Agora",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Threema",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Onyx",
   "aliases": [
    "Onyx (formerly Danswer)"
   ],
   "categories": [
    "knowledge-base-and-self-service",
    "sales-commissions-and-incentive-compensation"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ProProfs KB",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Aria Systems",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "NetSuite SuiteBilling",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Conga Smart CPQ",
   "aliases": [],
   "categories": [
    "cpq"
   ],
   "parent": "Conga",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Cincom",
   "aliases": [],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Qwoty",
   "aliases": [],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Zoho CPQ",
   "aliases": [
    "Zoho CPQ Premium"
   ],
   "categories": [
    "cpq"
   ],
   "parent": "Zoho",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Quoter",
   "aliases": [],
   "categories": [
    "cpq",
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Dubsado",
   "aliases": [],
   "categories": [
    "cpq",
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Oracle NetSuite CRM",
   "aliases": [],
   "categories": [
    "crm"
   ],
   "parent": "Oracle",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Conduyt",
   "aliases": [],
   "categories": [
    "crm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Oracle Enterprise Data Quality",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "Oracle",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Sirion CLM",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Signeasy",
   "aliases": [
    "SignEasy"
   ],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Sana Commerce",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Expedience",
   "aliases": [],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Quota Queue",
   "aliases": [],
   "categories": [
    "sales-commissions-and-incentive-compensation",
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "incentX",
   "aliases": [],
   "categories": [
    "sales-commissions-and-incentive-compensation"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Iconixx",
   "aliases": [],
   "categories": [
    "sales-commissions-and-incentive-compensation"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Varicent Territory and Quota Planning",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Workday Adaptive",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "Workday",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Oracle SPM",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "Oracle",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Jedox",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Google Earth Pro",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Felt",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "BigID",
   "aliases": [],
   "categories": [
    "consent-and-privacy-management",
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ConsentStack",
   "aliases": [],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "DataCops",
   "aliases": [],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Clearbit Reveal",
   "aliases": [],
   "categories": [
    "data-enrichment",
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Proofy.io",
   "aliases": [],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "EmailMarker",
   "aliases": [],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Bouncify",
   "aliases": [],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Oracle Integration Cloud",
   "aliases": [
    "Oracle Integration Cloud (OIC)",
    "Oracle Integration"
   ],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "Oracle",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Jinba",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Apache Airflow",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ONES.com",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SAS Customer Intelligence 360",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Holistics",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "BlazeSQL",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Crystal Reports",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "NeoXam DataHub",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Apache Atlas",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "AWS Data Management Suite",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "data.world",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Baserow",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Ping Identity",
   "aliases": [
    "Ping Identity (including ForgeRock)"
   ],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SailPoint",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Experian Identity & Fraud",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "IDmerit",
   "aliases": [
    "IDMerit"
   ],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "AU10TIX",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Commanders Act TagCommander",
   "aliases": [
    "Commanders Act / TagCommander"
   ],
   "categories": [
    "tag-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Server-Side GTM",
   "aliases": [
    "Server-Side GTM (sGTM)",
    "Server-side GTM"
   ],
   "categories": [
    "tag-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Tagmate",
   "aliases": [],
   "categories": [
    "tag-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Cloudflare Zaraz",
   "aliases": [],
   "categories": [
    "tag-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "CAKE",
   "aliases": [
    "CAKE (by Accelerize)"
   ],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Rakuten Marketing",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "The Ansira Platform",
   "aliases": [
    "The Ansira platform"
   ],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Oracle Partner Relationship Management",
   "aliases": [],
   "categories": [
    "partner-relationship-management"
   ],
   "parent": "Oracle",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Euler",
   "aliases": [
    "EULER"
   ],
   "categories": [
    "partner-relationship-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Amplifinity",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Oracle Unity Data Platform",
   "aliases": [],
   "categories": [
    "customer-data-platforms",
    "identity-resolution"
   ],
   "parent": "Oracle",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HubSpot Customer Platform",
   "aliases": [],
   "categories": [
    "customer-data-platforms",
    "data-management-platforms"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Able CDP",
   "aliases": [],
   "categories": [
    "customer-data-platforms",
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Nvecta",
   "aliases": [],
   "categories": [
    "customer-data-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Quickbase",
   "aliases": [
    "QuickBase"
   ],
   "categories": [
    "contract-lifecycle-management-and-e-signature",
    "customer-data-platforms",
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Amplitude Analytics",
   "aliases": [],
   "categories": [
    "product-analytics"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Qrvey",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science",
    "dashboards-and-data-visualization",
    "product-analytics"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Smartlook",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science",
    "product-analytics"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Glew",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science",
    "dashboards-and-data-visualization",
    "product-analytics"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Optimizely One",
   "aliases": [
    "Optimizely One (formerly Episerver)"
   ],
   "categories": [
    "content-marketing-platforms",
    "experimentation-and-personalization",
    "marketing-cms"
   ],
   "parent": "Optimizely",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Agility CMS",
   "aliases": [],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Magnolia CMS",
   "aliases": [],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Sitecore Experience Platform",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Craft CMS",
   "aliases": [],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Hostinger",
   "aliases": [],
   "categories": [
    "ecommerce-platforms",
    "landing-pages-and-interactive-content",
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Cairrot",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "DeepCrawl",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "RankMath",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Raven Tools",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring",
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ChatGPT/Claude",
   "aliases": [
    "ChatGPT / Claude (Free Tiers)"
   ],
   "categories": [
    "chatbots-and-conversational-ai-for-support",
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "openai",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Seobility",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking",
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Majestic",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "EasyWebinar Unlimited",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Phantombuster",
   "aliases": [
    "PhantomBuster"
   ],
   "categories": [
    "sales-engagement"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ZIG",
   "aliases": [
    "Zig"
   ],
   "categories": [
    "conversation-intelligence",
    "sales-enablement-and-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Qualtrics XM Discover",
   "aliases": [
    "Qualtrics Xm Discover"
   ],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "AssemblyAI",
   "aliases": [],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Symbl.ai",
   "aliases": [],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Notta",
   "aliases": [],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "CallCabinet",
   "aliases": [],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Fellow",
   "aliases": [],
   "categories": [
    "conversation-intelligence",
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "8x8",
   "aliases": [],
   "categories": [
    "conversation-intelligence",
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Google Voice",
   "aliases": [],
   "categories": [
    "conversation-intelligence",
    "sales-dialers-and-calling"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Substrata",
   "aliases": [],
   "categories": [
    "conversation-intelligence",
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Coldread",
   "aliases": [],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "CallFire",
   "aliases": [],
   "categories": [
    "conversation-intelligence",
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Adverity",
   "aliases": [],
   "categories": [
    "attribution-mmm",
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "BlueAlpha",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Ruler",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HubSpot Marketing Attribution",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Kevel",
   "aliases": [
    "Kevel (formerly Adzerk)"
   ],
   "categories": [
    "attribution-mmm",
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Microsoft Dynamics 365 Customer Service",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "Microsoft",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Oracle Service Cloud",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk",
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "Oracle",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HaloITSM",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "BoldDesk",
   "aliases": [
    "Bolddesk"
   ],
   "categories": [
    "customer-support-helpdesk",
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Sprinklr Service",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science",
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Re:amaze",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Richpanel",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support",
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "IBM Db2 Warehouse",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Segment Engage",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Meltano",
   "aliases": [],
   "categories": [
    "data-management-platforms",
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Panoply",
   "aliases": [],
   "categories": [
    "data-management-platforms",
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Amazon Redshift Serverless",
   "aliases": [],
   "categories": [
    "data-management-platforms",
    "data-warehouse-reverse-etl"
   ],
   "parent": "Amazon",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Peliqan",
   "aliases": [],
   "categories": [
    "data-management-platforms",
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SAP Datasphere",
   "aliases": [],
   "categories": [
    "data-management-platforms",
    "data-warehouse-reverse-etl"
   ],
   "parent": "SAP",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Supabase",
   "aliases": [],
   "categories": [
    "data-management-platforms",
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Petra Labs",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Semrush Enterprise AIO",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "Semrush",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Birdeye Search AI",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Cloro",
   "aliases": [
    "cloro"
   ],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "LangSmith",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Adobe LLM Optimizer",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "Adobe",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Semrush Enterprise AI Optimization",
   "aliases": [
    "Semrush Enterprise AI Optimization (AIO)"
   ],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "Semrush",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Writesonic GEO",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "seoClarity ArcAI",
   "aliases": [
    "seoClarity + ArcAI"
   ],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "GrackerAI",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Similarweb",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking",
    "sales-intelligence-and-contact-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Keyword.com AI Tracker",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Anteriad",
   "aliases": [],
   "categories": [
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Bullseye",
   "aliases": [],
   "categories": [
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ZoomInfo + Intent Add-on",
   "aliases": [
    "ZoomInfo intent add-on",
    "ZoomInfo Intent Add-On"
   ],
   "categories": [
    "b2b-intent-data"
   ],
   "parent": "ZoomInfo",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Lead Seeker",
   "aliases": [],
   "categories": [
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Oracle Marketing Cloud",
   "aliases": [
    "Oracle Marketing Cloud (Eloqua)",
    "Oracle Marketing Cloud (Responsys/Eloqua)"
   ],
   "categories": [
    "ecommerce-marketing",
    "marketing-automation"
   ],
   "parent": "Oracle",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "OttoKit",
   "aliases": [],
   "categories": [
    "marketing-automation"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "monday campaigns",
   "aliases": [],
   "categories": [
    "email-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Emma",
   "aliases": [
    "Emma by Marigold"
   ],
   "categories": [
    "ecommerce-marketing",
    "email-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Jabmo",
   "aliases": [],
   "categories": [
    "account-based-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Launchmetrics",
   "aliases": [
    "LaunchMetrics"
   ],
   "categories": [
    "digital-asset-management",
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Microsoft OneDrive",
   "aliases": [
    "Microsoft OneDrive (Basic)"
   ],
   "categories": [
    "digital-asset-management",
    "digital-sales-rooms",
    "knowledge-base-and-self-service"
   ],
   "parent": "Microsoft",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Interaction Studio",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science",
    "experimentation-and-personalization"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Firebase A/B Testing",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Omniconvert",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Klevu",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Optibase",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Unlayer",
   "aliases": [],
   "categories": [
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Beaver Builder",
   "aliases": [],
   "categories": [
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "IONOS",
   "aliases": [],
   "categories": [
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Hostinger Website Builder",
   "aliases": [],
   "categories": [
    "ecommerce-platforms",
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "PageFly",
   "aliases": [
    "PageFly (for Shopify)"
   ],
   "categories": [
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Landingsite.ai",
   "aliases": [
    "landingsite.ai"
   ],
   "categories": [
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Experience.com",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Drata",
   "aliases": [],
   "categories": [
    "review-and-reputation-management",
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Secureframe",
   "aliases": [],
   "categories": [
    "review-and-reputation-management",
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Erase.com",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "NetReputation",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "RightResponse AI",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ReviewGrower Lite",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Womply",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Yelp for Business",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Jobber",
   "aliases": [],
   "categories": [
    "meeting-scheduling",
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "TripAdvisor",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys",
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Sked Social",
   "aliases": [],
   "categories": [
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Meta Business Manager",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms",
    "social-media-management"
   ],
   "parent": "Meta",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Contentoo",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ConvertMate",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "customer-intelligence-and-data-science"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Lark",
   "aliases": [
    "Lark Suite (formerly Feishu)"
   ],
   "categories": [
    "content-marketing-platforms",
    "data-management-platforms",
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Curata",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Semrush Content Marketing Platform",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "Semrush",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Storyflow",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HubSpot Free Tier",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support",
    "content-marketing-platforms"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "X/Twitter",
   "aliases": [
    "X / Twitter"
   ],
   "categories": [
    "content-marketing-platforms",
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Meta Platforms",
   "aliases": [
    "Meta Platforms (Facebook, Instagram, WhatsApp)",
    "Meta Platforms (Facebook, Instagram, Threads)",
    "Meta Platforms (Facebook/Instagram)"
   ],
   "categories": [
    "content-marketing-platforms",
    "video-advertising"
   ],
   "parent": "Meta",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Nuvei",
   "aliases": [
    "Nuvei (Payment Processor)"
   ],
   "categories": [
    "billing-and-subscription-management",
    "content-marketing-platforms",
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce CRM",
   "aliases": [],
   "categories": [
    "crm",
    "ecommerce-marketing",
    "partner-relationship-management"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Sprinker",
   "aliases": [],
   "categories": [
    "ecommerce-marketing",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Dynamics 365 Commerce",
   "aliases": [],
   "categories": [
    "ecommerce-marketing",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "WizCommerce",
   "aliases": [],
   "categories": [
    "ecommerce-marketing",
    "ecommerce-platforms",
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Sendlane",
   "aliases": [],
   "categories": [
    "ecommerce-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Klaviyo SMS",
   "aliases": [],
   "categories": [
    "ecommerce-marketing",
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Myntra",
   "aliases": [],
   "categories": [
    "ecommerce-marketing",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Netmeds",
   "aliases": [],
   "categories": [
    "ecommerce-marketing",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Click Profit",
   "aliases": [],
   "categories": [
    "ecommerce-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Ecommerce Empire Builders",
   "aliases": [
    "Ecommerce Empire Builders (EEB)"
   ],
   "categories": [
    "ecommerce-marketing",
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "LinkCollider",
   "aliases": [],
   "categories": [
    "ecommerce-marketing",
    "native-and-content-advertising",
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Meta (Facebook) Ads",
   "aliases": [
    "Meta/Facebook ads"
   ],
   "categories": [
    "ecommerce-marketing",
    "retail-proximity-and-iot-marketing",
    "search-and-social-advertising-platforms"
   ],
   "parent": "Meta",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Influship",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SparkToro",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "inBeat",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "InfluenceKit",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Maritz",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Preferred Patron",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "White Label Loyalty",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Influitive AdvocateHub",
   "aliases": [
    "Influitive / AdvocateHub"
   ],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Kangaroo Rewards",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Reference Edge",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "BrandChamp",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Sociabble",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications",
    "loyalty-advocacy-and-referrals",
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Blossu",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Joy Rewards",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Marsello",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Yelp Advertising",
   "aliases": [
    "Yelp advertising"
   ],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "mobile-apps",
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Connecteam",
   "aliases": [],
   "categories": [
    "customer-education-and-lms",
    "mobile-apps",
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Snap Ads",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Remerge",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Vungle",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Passworks",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Google AdMob",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ASOMobile",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "MOAT",
   "aliases": [
    "Moat"
   ],
   "categories": [
    "mobile-apps",
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "TextUs",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Everbridge",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "AlertMedia",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SAP Engagement Cloud",
   "aliases": [
    "SAP Engagement Cloud (formerly SAP Emarsys)"
   ],
   "categories": [
    "mobile-marketing-and-push",
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "SAP",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Plivo",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "PushOwl",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Notix",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Hextom",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Pusher",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ClickAdilla",
   "aliases": [],
   "categories": [
    "native-and-content-advertising",
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Microsoft Audience Network",
   "aliases": [
    "Microsoft Audience Network (MSAN)"
   ],
   "categories": [
    "native-and-content-advertising",
    "programmatic-and-display-advertising"
   ],
   "parent": "Microsoft",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "AlphaSense",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Truescope",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Mynewsdesk",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Propel",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Boardreader",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Qwoted",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "EIN Presswire",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Printbox",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Stadium/Snackmagic/Swagmagic",
   "aliases": [
    "Stadium / SnackMagic / SwagMagic"
   ],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Adform DSP",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Adobe Advertising Cloud DSP",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "Adobe",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "AdTheorent",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Microsoft Xandr",
   "aliases": [
    "Microsoft Xandr (Monetize)"
   ],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "Microsoft",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "OpenWeb",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "GumGum",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Sovrn",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Sonobi",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Colossus",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Ogury",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Smart AdServer",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "33Across",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Google's Performance Max",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising",
    "search-and-social-advertising-platforms"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Qujam",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "DWELL",
   "aliases": [
    "DWELL (Digital Factory)",
    "DWELL™ by Digital Factory"
   ],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Cisco Spaces",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "Cisco",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Shopkick",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Angi",
   "aliases": [
    "Angi (HomeAdvisor)"
   ],
   "categories": [
    "community-platforms",
    "customer-feedback-and-surveys",
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Woosmap",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Beacons.ai",
   "aliases": [
    "Beacons.ai (Beacon)"
   ],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Friender",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Yubo",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Adpulse",
   "aliases": [
    "AdPulse"
   ],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Trapica",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "PPC.io",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Semrush PPC Toolkit",
   "aliases": [
    "SEMrush PPC Toolkit"
   ],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "Semrush",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "AdControlCenter",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "tvScientific",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Disney+",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Demandbase CTV",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Google Local Services Ads",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "IBM Video Streaming",
   "aliases": [],
   "categories": [
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Livid",
   "aliases": [],
   "categories": [
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Revcast",
   "aliases": [],
   "categories": [
    "revenue-intelligence-and-forecasting",
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesken",
   "aliases": [],
   "categories": [
    "revenue-intelligence-and-forecasting",
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "D&B Hoovers",
   "aliases": [],
   "categories": [
    "data-enrichment",
    "sales-intelligence-and-contact-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "InsideView",
   "aliases": [],
   "categories": [
    "data-enrichment",
    "lead-routing-and-management",
    "sales-intelligence-and-contact-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "LinkedIn Sales Nav",
   "aliases": [],
   "categories": [
    "sales-intelligence-and-contact-data"
   ],
   "parent": "LinkedIn",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Regie",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Agentforce / Einstein",
   "aliases": [
    "Salesforce Agentforce & Einstein",
    "Salesforce Agentforce/Einstein"
   ],
   "categories": [
    "ai-sdr-agents",
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Reply Jason AI",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Humanlinker",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Ava",
   "aliases": [
    "Ava (by Artisan AI)",
    "Ava (Artisan AI)"
   ],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "folk CRM",
   "aliases": [
    "Folk CRM"
   ],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Alta",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Papermark",
   "aliases": [],
   "categories": [
    "digital-sales-rooms",
    "sales-enablement-and-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Moxo",
   "aliases": [],
   "categories": [
    "digital-sales-rooms",
    "in-app-messaging-and-customer-communications",
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Q-assign",
   "aliases": [
    "Q-Assign by Ortoo"
   ],
   "categories": [
    "lead-routing-and-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ChiliPiper",
   "aliases": [
    "Chilipiper"
   ],
   "categories": [
    "lead-routing-and-management",
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "BIGContacts",
   "aliases": [],
   "categories": [
    "lead-routing-and-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Lio",
   "aliases": [],
   "categories": [
    "lead-routing-and-management",
    "sales-enablement-and-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Mapsly",
   "aliases": [],
   "categories": [
    "lead-routing-and-management",
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ChiliCal",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Google Calendar Appointment Scheduler",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Zencal",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Kronologic",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Google Calendar Appointment Scheduling",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Whatfix Mirror",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "LevelEleven",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training",
    "sales-enablement-and-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Richardson Sales Performance",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "GTM Buddy",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training",
    "sales-enablement-and-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Seismic Enablement Cloud",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications",
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Exec",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "GradeMyClose",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "GoSkills",
   "aliases": [],
   "categories": [
    "customer-education-and-lms",
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Saleshandy Dialer",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Dialer",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "MonsterConnect",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "DialSheet",
   "aliases": [
    "DialSheet Pro"
   ],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Letter AI",
   "aliases": [],
   "categories": [
    "sales-enablement-and-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Membrain",
   "aliases": [],
   "categories": [
    "sales-enablement-and-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Service Cloud with Agentforce",
   "aliases": [
    "Salesforce Service Cloud with Agentforce (Einstein)"
   ],
   "categories": [
    "chatbots-and-conversational-ai-for-support",
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Aisera",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Dialogflow",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Zendesk Answer Bot",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "BuildBetter",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys",
    "customer-intelligence-and-data-science"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Great Question",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Nolt",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Promoter.io",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Zoho Forms",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "Zoho",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SurveyMars",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Survey Junkie",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Customer Success",
   "aliases": [
    "Salesforce Customer Success Cloud"
   ],
   "categories": [
    "customer-success-platforms"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Customerscore",
   "aliases": [],
   "categories": [
    "customer-success-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Communities",
   "aliases": [
    "Salesforce Communities (Experience Cloud)"
   ],
   "categories": [
    "community-platforms"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "vBulletin Cloud",
   "aliases": [
    "vBulletin"
   ],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Jatra",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Zoho Discussions",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "Zoho",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "BuddyBoss",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "D2L Brightspace",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Academy of Mine",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "LifterLMS",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "iSpring",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Tovuti",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Rendemo",
   "aliases": [],
   "categories": [
    "customer-education-and-lms",
    "digital-adoption-and-onboarding"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Jimo",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Nexthink Adopt",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Ethora",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Google Chat",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HubSpot Live Chat",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ClickHelp",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ServiceNow Knowledge",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Docsio",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Zoho Invoice",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management",
    "proposal-software"
   ],
   "parent": "Zoho",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "FreshBooks",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "QuickBooks Online",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "NetSuite CPQ",
   "aliases": [],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Apttus",
   "aliases": [
    "Apttus (now Conga Contracts)"
   ],
   "categories": [
    "contract-lifecycle-management-and-e-signature",
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Dynamics 365",
   "aliases": [],
   "categories": [
    "crm",
    "partner-relationship-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Zoho Bigin",
   "aliases": [],
   "categories": [
    "crm"
   ],
   "parent": "Zoho",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Agile CRM",
   "aliases": [],
   "categories": [
    "crm",
    "partner-relationship-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Zoho Dataprep",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "Zoho",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "DataReconIQ",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Operelio",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "GEP",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "CobbleStone Software",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Contract Logix",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Wix E-commerce",
   "aliases": [
    "Wix e-commerce"
   ],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Wish",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Bidara",
   "aliases": [],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "DocuSign Gen",
   "aliases": [],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "DocHipo",
   "aliases": [],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Microsoft Word",
   "aliases": [],
   "categories": [
    "proposal-software"
   ],
   "parent": "Microsoft",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "beqom",
   "aliases": [],
   "categories": [
    "sales-commissions-and-incentive-compensation"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "QCommission",
   "aliases": [],
   "categories": [
    "sales-commissions-and-incentive-compensation"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SAP SuccessFactors Territory and Quota",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "SAP",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Plotly Dash Enterprise",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Google Sheets/Excel",
   "aliases": [
    "Google Sheets / Excel"
   ],
   "categories": [
    "data-management-platforms",
    "territory-and-quota-planning"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "QGIS",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Smappen",
   "aliases": [
    "smappen"
   ],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Explorium",
   "aliases": [],
   "categories": [
    "data-enrichment"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Truelist",
   "aliases": [],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Bulk Email Checker",
   "aliases": [
    "Bulk Email Checker (bulkemailchecker.com)"
   ],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Lead Magic",
   "aliases": [],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "FindEmails.com",
   "aliases": [],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Frends",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SAP Build Process Automation",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "SAP",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ServiceNow Workflow",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Broadcom Automic",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "TheyDo",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Strategy",
   "aliases": [
    "Strategy (formerly MicroStrategy)",
    "Strategy (MicroStrategy)"
   ],
   "categories": [
    "customer-intelligence-and-data-science",
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Customer 360 Audiences",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science",
    "data-management-platforms"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "GWI",
   "aliases": [
    "GWI (GlobalWebIndex)",
    "GWI (GrowthWorld Intelligence)"
   ],
   "categories": [
    "customer-intelligence-and-data-science",
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Omni Analytics",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Helical Insight",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Power BI Desktop",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SAS Viya",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "TIBCO EBX",
   "aliases": [
    "Tibco EBX"
   ],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "GoldenSource",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "S&P Global Market Intelligence EDM",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Azure Purview",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "MCH Strategic Data",
   "aliases": [
    "Mch Strategic Data"
   ],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Visitor Queue",
   "aliases": [],
   "categories": [
    "data-management-platforms",
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "DBeaver",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Clerk",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Equifax",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "IDScan.net",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Tapad",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ZoomInfo WebSights",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "ZoomInfo",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Experian Identity Resolution",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Delivr.ai",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Veriff",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Tag Commander",
   "aliases": [],
   "categories": [
    "tag-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Leadnetwork",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Nutriprofits",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Affise Reach",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "WP Affiliate Manager",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "OneScreen",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HubSpot Partners",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing",
    "partner-relationship-management"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "TD SYNNEX MaaS",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Oracle PRM",
   "aliases": [],
   "categories": [
    "partner-relationship-management"
   ],
   "parent": "Oracle",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HubSpot PRM",
   "aliases": [],
   "categories": [
    "partner-relationship-management"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "KickoffLabs",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "RewardsWP",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Get The Referral",
   "aliases": [
    "Get The Referral (GTR)"
   ],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Tealium AudienceStream CDP",
   "aliases": [],
   "categories": [
    "customer-data-platforms",
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ContactPigeon",
   "aliases": [],
   "categories": [
    "customer-data-platforms",
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Moesif",
   "aliases": [],
   "categories": [
    "product-analytics"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "OpenReplay",
   "aliases": [],
   "categories": [
    "product-analytics"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Userback",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys",
    "product-analytics"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Matomo self-hosted",
   "aliases": [],
   "categories": [
    "product-analytics"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Datadog",
   "aliases": [],
   "categories": [
    "product-analytics"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Adobe Experience Manager (AEM) Sites",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "marketing-cms"
   ],
   "parent": "Adobe",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Magnolia",
   "aliases": [],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "WordPress Multisite",
   "aliases": [
    "WordPress Multisite (Managed)"
   ],
   "categories": [
    "landing-pages-and-interactive-content",
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Cosmic",
   "aliases": [],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Payload CMS",
   "aliases": [],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "r2ware",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Hygraph",
   "aliases": [],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "IBM WebSphere",
   "aliases": [
    "IBM WebSphere (HCL Commerce)"
   ],
   "categories": [
    "ecommerce-platforms",
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Frog CMS",
   "aliases": [],
   "categories": [
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Sitecore 8 and earlier",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "marketing-cms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "xSeek Scale",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking",
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "GoDaddy",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management",
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Searchmetrics",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Omnia",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking",
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SEMrush SEO Writing Assistant",
   "aliases": [
    "Semrush SEO Writing Assistant"
   ],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "Semrush",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Content Harmony",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SEOWriting",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SEO.ai",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Google Gemini",
   "aliases": [
    "Google Gemini (free)"
   ],
   "categories": [
    "ai-visibility-tracking",
    "seo-content-optimization"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Point Break Media",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "The Income Store",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Growth Cave",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Devumi",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Angi Leads",
   "aliases": [
    "Angi Leads (formerly HomeAdvisor)"
   ],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "GroupBuySEOTools.org",
   "aliases": [
    "groupbuyseotools.org"
   ],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Long Tail Pro",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Thruuu",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking",
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "WriterZen",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Morningscore",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "BrandWell",
   "aliases": [
    "Brandwell"
   ],
   "categories": [
    "identity-resolution",
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SEOengine.ai",
   "aliases": [],
   "categories": [
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Rytr",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "seo-content-optimization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "RainFocus",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Convay",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Cisco Webex Events",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "Cisco",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Popup",
   "aliases": [],
   "categories": [
    "webinar-virtual-events"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Sequences.ai",
   "aliases": [],
   "categories": [
    "sales-engagement"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Skylead",
   "aliases": [],
   "categories": [
    "sales-engagement"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ZoomInfo SalesOS",
   "aliases": [],
   "categories": [
    "data-enrichment",
    "sales-engagement"
   ],
   "parent": "ZoomInfo",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Dux-Soup",
   "aliases": [],
   "categories": [
    "sales-engagement"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "VanillaSoft",
   "aliases": [],
   "categories": [
    "lead-routing-and-management",
    "sales-engagement"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HubSpot Sales Starter",
   "aliases": [
    "HubSpot Sales Pro"
   ],
   "categories": [
    "crm",
    "sales-engagement"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "GTM Studio / ZoomInfo",
   "aliases": [],
   "categories": [
    "conversation-intelligence",
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "CallMiner Eureka",
   "aliases": [],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Microsoft Teams Premium / Copilot",
   "aliases": [
    "Microsoft Teams Premium / Copilot (Enterprise)"
   ],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "Microsoft",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Einstein CI",
   "aliases": [],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Modjo",
   "aliases": [],
   "categories": [
    "conversation-intelligence",
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Dubber",
   "aliases": [],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ConverseNow Technologies",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support",
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HubSpot Call Tracking",
   "aliases": [],
   "categories": [
    "conversation-intelligence",
    "sales-dialers-and-calling"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "OpenPhone/Quo",
   "aliases": [],
   "categories": [
    "conversation-intelligence"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Twilio Studio",
   "aliases": [],
   "categories": [
    "conversation-intelligence",
    "mobile-marketing-and-push"
   ],
   "parent": "Twilio",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Bland AI",
   "aliases": [],
   "categories": [
    "conversation-intelligence",
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Keen Insights",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Adobe Analytics / Customer Journey Analytics",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "Adobe",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Gain Theory",
   "aliases": [
    "Gain Theory (WPP)"
   ],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "WorkMagic",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Nielsen Marketing Cloud",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "Nielsen",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "MCP Analytics",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Attribution",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "RedTrack",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ScanmarQED",
   "aliases": [],
   "categories": [
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "AttributeIQ",
   "aliases": [],
   "categories": [
    "attribution-mmm",
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Phia",
   "aliases": [
    "Phia (affiliate attribution)"
   ],
   "categories": [
    "affiliate-and-partner-management",
    "attribution-mmm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HubSpot Marketing",
   "aliases": [
    "HubSpot Marketing Pro"
   ],
   "categories": [
    "attribution-mmm",
    "ecommerce-marketing"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Intercom Fin AI",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support",
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SolarWinds Service Desk",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "monday service",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SolarWinds Web Help Desk",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SolarWinds",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk",
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HelpScout",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Amazon Connect",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk",
    "sales-dialers-and-calling"
   ],
   "parent": "Amazon",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Missive",
   "aliases": [],
   "categories": [
    "customer-support-helpdesk"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Segment Reverse ETL",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Stitch Data",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Twilio Segment / Engage",
   "aliases": [
    "Twilio Segment/Engage"
   ],
   "categories": [
    "data-warehouse-reverse-etl",
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "Twilio",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Informatica PowerCenter",
   "aliases": [],
   "categories": [
    "data-management-platforms",
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "MySQL",
   "aliases": [],
   "categories": [
    "data-management-platforms",
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "IBM Db2",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Adobe CDP",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science",
    "data-warehouse-reverse-etl"
   ],
   "parent": "Adobe",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Dataddo",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Cloudera",
   "aliases": [],
   "categories": [
    "data-management-platforms",
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SingleStore",
   "aliases": [],
   "categories": [
    "data-management-platforms",
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Dagster",
   "aliases": [],
   "categories": [
    "data-management-platforms",
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Prefect",
   "aliases": [],
   "categories": [
    "data-management-platforms",
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "AWS Redshift",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Porter Metrics",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Power My Analytics",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Fastero",
   "aliases": [],
   "categories": [
    "data-warehouse-reverse-etl"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Finseo",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SE Ranking's AI Search Toolkit",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "SE Ranking",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Arize AI",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Confident AI",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "OnBrand",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Langfuse",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "AEO Vision",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SEMrush Standard AI Toolkit",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "Semrush",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Semrush AIO Enterprise",
   "aliases": [
    "Semrush AIO"
   ],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "Semrush",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Alhena AI",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking",
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Visiblie",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Semrush AI Visibility Checker",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "Semrush",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Waikay.io",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Contentpen",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Hall",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Perplexity",
   "aliases": [
    "Perplexity (consumer tier)"
   ],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HubSpot's AI Search Grader",
   "aliases": [
    "HubSpot’s AI Search Grader"
   ],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HubSpot's free AEO Grader",
   "aliases": [
    "HubSpot’s free AEO grader"
   ],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Orchly.ai",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Airefs",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HubSpot's AEO Grader",
   "aliases": [
    "HubSpot\bs AEO Grader"
   ],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "OpenLens",
   "aliases": [],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Ahrefs' Free AI Visibility Checker",
   "aliases": [
    "Ahrefs Free AI Visibility Checker"
   ],
   "categories": [
    "ai-visibility-tracking"
   ],
   "parent": "Ahrefs",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Microsoft Copilot",
   "aliases": [
    "Microsoft Copilot (free)"
   ],
   "categories": [
    "ai-visibility-tracking",
    "knowledge-base-and-self-service"
   ],
   "parent": "Microsoft",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "TechTarget / Informa TechTarget Priority Engine",
   "aliases": [],
   "categories": [
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Intently",
   "aliases": [
    "Intently (by Landbase)"
   ],
   "categories": [
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ZoomInfo Streaming Intent",
   "aliases": [],
   "categories": [
    "b2b-intent-data"
   ],
   "parent": "ZoomInfo",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Apollo Intent",
   "aliases": [],
   "categories": [
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "VisitorQueue",
   "aliases": [],
   "categories": [
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "WhiteWhale",
   "aliases": [],
   "categories": [
    "b2b-intent-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Diginius Insight",
   "aliases": [],
   "categories": [
    "b2b-intent-data",
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Oracle CX Marketing Suite",
   "aliases": [
    "Oracle CX Marketing"
   ],
   "categories": [
    "data-management-platforms",
    "marketing-automation"
   ],
   "parent": "Oracle",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Ontraport",
   "aliases": [],
   "categories": [
    "crm",
    "marketing-automation"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SAP Marketing Cloud",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science",
    "email-marketing"
   ],
   "parent": "SAP",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Mailsoftly",
   "aliases": [],
   "categories": [
    "email-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Email Octopus",
   "aliases": [],
   "categories": [
    "email-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "GMass",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing",
    "email-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Mailercloud",
   "aliases": [],
   "categories": [
    "email-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HiMail.ai",
   "aliases": [],
   "categories": [
    "email-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Mailtrap Email Marketing",
   "aliases": [],
   "categories": [
    "email-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HubSpot Native ABM",
   "aliases": [
    "HubSpot-native ABM"
   ],
   "categories": [
    "account-based-marketing-platforms"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Primer",
   "aliases": [],
   "categories": [
    "account-based-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "LeadPost",
   "aliases": [],
   "categories": [
    "account-based-marketing-platforms",
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HubSpot Marketing/Sales Hub",
   "aliases": [],
   "categories": [
    "account-based-marketing-platforms"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Recotap",
   "aliases": [],
   "categories": [
    "account-based-marketing-platforms",
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HubSpot Sales/Marketing Hub",
   "aliases": [
    "HubSpot Sales/Marketing Hub (with native ABM tools)"
   ],
   "categories": [
    "account-based-marketing-platforms",
    "lead-routing-and-management"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Xtensio",
   "aliases": [],
   "categories": [
    "account-based-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Brandkit",
   "aliases": [
    "Brandkit Free"
   ],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Widen Images",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Widen/Acquia",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Tenovos",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Wedia",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Hyland Nuxeo",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Widen / Acquia DAM",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Widen",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Figma",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Ci Media Cloud",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Playbook",
   "aliases": [],
   "categories": [
    "digital-asset-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Markettailor",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "graph8",
   "aliases": [
    "Graph8"
   ],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Shogun",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization",
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Clerk.io",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "RightMessage",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Hyperise",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Convert Nexus",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "CustomFit.ai",
   "aliases": [],
   "categories": [
    "experimentation-and-personalization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "WifiTalents",
   "aliases": [
    "Wifitalents"
   ],
   "categories": [
    "experimentation-and-personalization",
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Stensul",
   "aliases": [],
   "categories": [
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Retool",
   "aliases": [],
   "categories": [
    "landing-pages-and-interactive-content",
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "PluginOps Landing Page Builder",
   "aliases": [
    "PluginOps Landing Page Builder (WordPress)"
   ],
   "categories": [
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Lovable",
   "aliases": [],
   "categories": [
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Landy AI",
   "aliases": [],
   "categories": [
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Lander",
   "aliases": [],
   "categories": [
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Gutenberg",
   "aliases": [],
   "categories": [
    "landing-pages-and-interactive-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ReviewInc",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ReviewSense.ai Enterprise",
   "aliases": [
    "ReviewSense.ai"
   ],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "EmbedMyReviews",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ReputationDefender",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Status Labs",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Trustmary",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ReviewPush",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Liftify",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Reputigo",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Score My Reviews",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Bragly",
   "aliases": [],
   "categories": [
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Yellow Pages",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing",
    "review-and-reputation-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SocialRails",
   "aliases": [],
   "categories": [
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Predis.ai",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SocialBu",
   "aliases": [],
   "categories": [
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "LinkedIn Native Scheduler",
   "aliases": [],
   "categories": [
    "social-media-management"
   ],
   "parent": "LinkedIn",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Supergrow",
   "aliases": [],
   "categories": [
    "influencer-platforms",
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Postiv AI",
   "aliases": [],
   "categories": [
    "content-marketing-platforms",
    "social-media-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Opal",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Bynder/Percolate",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Kontent",
   "aliases": [
    "Kontent by Kentico"
   ],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HubSpot Marketing/Content Hub",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Distribb",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "PosterMyWall",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "CopyPress",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Contena",
   "aliases": [],
   "categories": [
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "theStacc Bundle",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing",
    "content-marketing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Adobe Commerce (Magento) + Adobe Experience Cloud",
   "aliases": [],
   "categories": [
    "ecommerce-marketing"
   ],
   "parent": "Adobe",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Commerce Cloud",
   "aliases": [
    "Commerce (formerly Elastic Path)"
   ],
   "categories": [
    "ecommerce-marketing",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "BigCommerce Performance",
   "aliases": [
    "BigCommerce Performance (Enterprise)"
   ],
   "categories": [
    "ecommerce-marketing",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Shopify Plus with B2B Suite",
   "aliases": [],
   "categories": [
    "ecommerce-marketing",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Google Shopping",
   "aliases": [],
   "categories": [
    "ecommerce-marketing"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "FBA Machine",
   "aliases": [],
   "categories": [
    "ecommerce-marketing",
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SEOClerks",
   "aliases": [],
   "categories": [
    "ecommerce-marketing",
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Anoox",
   "aliases": [],
   "categories": [
    "ecommerce-marketing",
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "eDesk",
   "aliases": [],
   "categories": [
    "ecommerce-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Wholesale Gorilla",
   "aliases": [],
   "categories": [
    "ecommerce-marketing",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "CS-Cart",
   "aliases": [
    "CS-Cart Enterprise"
   ],
   "categories": [
    "ecommerce-marketing",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Standard Shopify",
   "aliases": [
    "Standard Shopify (Non-Plus)"
   ],
   "categories": [
    "ecommerce-marketing",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Meta/Facebook",
   "aliases": [],
   "categories": [
    "ecommerce-marketing",
    "search-and-social-advertising-platforms"
   ],
   "parent": "Meta",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Weebly Ecommerce",
   "aliases": [
    "Weebly eCommerce"
   ],
   "categories": [
    "ecommerce-marketing",
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Tagger",
   "aliases": [
    "Tagger by Sprout Social"
   ],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Influencers.club",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Stack Influence",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Tagshop",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "TikTok Creator Marketplace",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "TikTok",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Dreaminfluence",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Social Blade",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Flowbox",
   "aliases": [],
   "categories": [
    "influencer-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Brandmovers",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "PostBeyond",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Arvato",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Loyalty Juggernaut",
   "aliases": [
    "Loyalty Juggernaut (LION/GRAVTY)",
    "Loyalty Juggernaut (GRAVTY)"
   ],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Enable3",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Marigold Loyalty",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "Marigold",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "True Loyal",
   "aliases": [
    "True Loyal (Zinrelo)",
    "True Loyal (formerly Zinrelo)"
   ],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Brandbassador",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Orca",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Exponent",
   "aliases": [
    "Exponent (formerly GrowSurf)"
   ],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Xoxoday",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "sales-commissions-and-incentive-compensation"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "UpViral",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "TapMango",
   "aliases": [],
   "categories": [
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Honey",
   "aliases": [
    "Honey (by PayPal)"
   ],
   "categories": [
    "affiliate-and-partner-management",
    "loyalty-advocacy-and-referrals"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Workvivo",
   "aliases": [
    "Workvivo (by Zoom)"
   ],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Firstup",
   "aliases": [
    "Firstup (formerly SocialChorus)"
   ],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Microsoft Viva + Teams",
   "aliases": [
    "Microsoft Viva"
   ],
   "categories": [
    "mobile-apps",
    "mobile-marketing-and-push"
   ],
   "parent": "Microsoft",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Smaato",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Linkrunner.io",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Unity LevelPlay",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "TrafficGuard",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Interceptd",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Pixalate",
   "aliases": [],
   "categories": [
    "mobile-apps",
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Moburst",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "GrowASO",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Product Hunt",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "AdMob",
   "aliases": [
    "AdMob (Google's Mobile Ad Network)"
   ],
   "categories": [
    "mobile-apps",
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Textline",
   "aliases": [],
   "categories": [
    "mobile-apps",
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Google Play Console",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ASOTools",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "App Store Connect / Google Play Console",
   "aliases": [
    "App Store Connect/Google Play Console"
   ],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "AdColony",
   "aliases": [],
   "categories": [
    "mobile-apps"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "GetVero",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Yourco",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Yotpo SMS/Email",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "TeleMessage",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications",
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Wunderkind",
   "aliases": [],
   "categories": [
    "identity-resolution",
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "FCM",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "PushGround",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Meera",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Viasocket",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "CleverPush",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Referrizer",
   "aliases": [],
   "categories": [
    "mobile-marketing-and-push",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Synter",
   "aliases": [],
   "categories": [
    "native-and-content-advertising",
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Criteo Native",
   "aliases": [],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "RevenueHits",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management",
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "BidVertiser",
   "aliases": [],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Galaksion",
   "aliases": [],
   "categories": [
    "native-and-content-advertising",
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Monetag",
   "aliases": [
    "Monetag (formerly PropellerAds)"
   ],
   "categories": [
    "native-and-content-advertising",
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "FroggyAds",
   "aliases": [],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "NewsBreak Ads",
   "aliases": [],
   "categories": [
    "native-and-content-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "AgilityPR Solutions",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Cision One",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Brandwatch Consumer Intelligence",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Critical Mention / TVEyes",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Propel PRM",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "JournoFinder",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Mediaboard",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Source of Sources",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "eReleases",
   "aliases": [],
   "categories": [
    "pr-and-media-monitoring"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Quadient",
   "aliases": [
    "Quadient (formerly Neodata)"
   ],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "PFL Tactic",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Sincerely",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Quadient Inspire",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Scribeless",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "RRD",
   "aliases": [
    "RRD (RR Donnelley)"
   ],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "LetterStream",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "BirdseyePost",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Direct Mail Processing, LLC",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "USPS EDDM",
   "aliases": [],
   "categories": [
    "print"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "PulsePoint",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Epsilon Conversant",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Integral Ad Science",
   "aliases": [
    "Integral Ad Science (IAS)"
   ],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Google/Alphabet",
   "aliases": [],
   "categories": [
    "data-management-platforms",
    "programmatic-and-display-advertising"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "LoopMe",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Media.net",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Spotify Ad Exchange",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "AdManage",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising",
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "RollerAds",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "AdGeeks",
   "aliases": [],
   "categories": [
    "programmatic-and-display-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Cisco Meraki",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "Cisco",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Bullseye Locations",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Rockbot",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Notificare",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Adsquare",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Presence Engage",
   "aliases": [
    "Presence Engage (by Datavalet)"
   ],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "LighthousePE",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Doximity",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication",
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Blinq",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Perenso",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "QRForever",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Wrebby",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "X-Mode Social / Outlogic",
   "aliases": [],
   "categories": [
    "identity-resolution",
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Kochava / Collective Data Solutions",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Asirvia",
   "aliases": [
    "Asirvia (Asirvia Go)"
   ],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Proximity",
   "aliases": [
    "Proximity (Training Program)"
   ],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Bubbl",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Nextdoor Ads",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing",
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Proximity Hero",
   "aliases": [],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Proximedia",
   "aliases": [
    "Proximedia (Belgium)"
   ],
   "categories": [
    "retail-proximity-and-iot-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HubSpot Ads Management",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SA360",
   "aliases": [
    "SA360 (Google Marketing Platform)"
   ],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "TrueClicks",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Adext AI",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ClickGUARD",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Groas.ai",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Pace",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ContactLevel",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Arcads.ai",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Twitter (X) Ads",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms",
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "AdCreative.ai",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SmartSites",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Bing Ads",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms",
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Microsoft Advertising Editor",
   "aliases": [],
   "categories": [
    "search-and-social-advertising-platforms"
   ],
   "parent": "Microsoft",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SourceForge",
   "aliases": [],
   "categories": [
    "identity-resolution",
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Roku Advertising",
   "aliases": [
    "Roku Advertising (Ads Manager & OneView)"
   ],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Prisma",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Tatari",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Innovid",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Hulu Ad Manager",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Meta Video Ads",
   "aliases": [
    "Meta Video Ads (Facebook/Instagram)"
   ],
   "categories": [
    "video-advertising"
   ],
   "parent": "Meta",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Synthesia",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HeyGen",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Roku Ads",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Chocolate Platform",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "AnyClip",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Meta (Facebook/Instagram) Video Ads",
   "aliases": [
    "Meta (Facebook & Instagram) Video Ads"
   ],
   "categories": [
    "video-advertising"
   ],
   "parent": "Meta",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Facebook/Instagram Video Ads",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "Facebook",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Google/YouTube Ads",
   "aliases": [
    "Google YouTube Ads"
   ],
   "categories": [
    "video-advertising"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Animaker",
   "aliases": [],
   "categories": [
    "video-advertising"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "JW Player",
   "aliases": [],
   "categories": [
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "movingimage",
   "aliases": [],
   "categories": [
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "IBM Cloud Video",
   "aliases": [],
   "categories": [
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Vidalytics",
   "aliases": [],
   "categories": [
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "VdoCipher",
   "aliases": [],
   "categories": [
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Vimeo OTT",
   "aliases": [],
   "categories": [
    "customer-education-and-lms",
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ScreenPal",
   "aliases": [],
   "categories": [
    "video-marketing-and-hosting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Nektar",
   "aliases": [],
   "categories": [
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Sales Cloud + Einstein",
   "aliases": [
    "Salesforce Sales Cloud Einstein"
   ],
   "categories": [
    "lead-routing-and-management",
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Revenue Intelligence / CRM Analytics",
   "aliases": [],
   "categories": [
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Ebsta",
   "aliases": [],
   "categories": [
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Einstein Activity Capture",
   "aliases": [],
   "categories": [
    "lead-routing-and-management",
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Einstein Revenue Intelligence",
   "aliases": [
    "Salesforce Einstein / Revenue Intelligence"
   ],
   "categories": [
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HubSpot Forecasting",
   "aliases": [
    "HubSpot forecasting"
   ],
   "categories": [
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Ricavi",
   "aliases": [],
   "categories": [
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Demodesk",
   "aliases": [],
   "categories": [
    "meeting-scheduling",
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "LivePlan",
   "aliases": [],
   "categories": [
    "revenue-intelligence-and-forecasting"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Bright Data",
   "aliases": [],
   "categories": [
    "data-management-platforms",
    "sales-intelligence-and-contact-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Skrapp.io",
   "aliases": [],
   "categories": [
    "sales-intelligence-and-contact-data"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Chase AI",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Babuger",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Waalaxy",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "MeetChase",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Artra",
   "aliases": [],
   "categories": [
    "ai-sdr-agents"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Sbl.so",
   "aliases": [],
   "categories": [
    "ai-sdr-agents",
    "data-enrichment"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HeyBase",
   "aliases": [
    "Heybase"
   ],
   "categories": [
    "digital-sales-rooms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "DealCollab",
   "aliases": [],
   "categories": [
    "digital-sales-rooms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SecureDocs",
   "aliases": [],
   "categories": [
    "digital-sales-rooms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "DealRoom",
   "aliases": [],
   "categories": [
    "digital-sales-rooms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Storylane Demo Suite",
   "aliases": [],
   "categories": [
    "digital-sales-rooms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Datasite",
   "aliases": [],
   "categories": [
    "digital-sales-rooms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Noux Digital Sales Room",
   "aliases": [],
   "categories": [
    "digital-sales-rooms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Einstein Routing",
   "aliases": [],
   "categories": [
    "lead-routing-and-management"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "LimeCall",
   "aliases": [],
   "categories": [
    "lead-routing-and-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Routing",
   "aliases": [
    "Salesforce Routing (Einstein)"
   ],
   "categories": [
    "lead-routing-and-management"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Lead Distro AI",
   "aliases": [],
   "categories": [
    "lead-routing-and-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salescadia",
   "aliases": [
    "Salescadia Starter"
   ],
   "categories": [
    "lead-routing-and-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HubSpot's routing module",
   "aliases": [],
   "categories": [
    "lead-routing-and-management"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Thumbtack",
   "aliases": [],
   "categories": [
    "community-platforms",
    "lead-routing-and-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "NC Squared",
   "aliases": [
    "NC Squared (Booking Engine)"
   ],
   "categories": [
    "lead-routing-and-management",
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Skedda",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "UKG Pro",
   "aliases": [
    "UKG"
   ],
   "categories": [
    "meeting-scheduling",
    "sales-commissions-and-incentive-compensation"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Dibsido",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Officely",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Robin",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Envoy Workplace",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "CRMOne",
   "aliases": [],
   "categories": [
    "crm",
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "zcal",
   "aliases": [
    "Zcal"
   ],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "lemcal",
   "aliases": [],
   "categories": [
    "meeting-scheduling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "AmpUp",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Valence",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication",
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Tough Tongue AI",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Learn:Up",
   "aliases": [
    "Learn:Up (formerly WorkRamp)"
   ],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Showpad Coach",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Vonvo",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Solidroad",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Lurn",
   "aliases": [
    "Lurn (Lurn, Inc.)"
   ],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "RAIN Group",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SecondNature",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "BigTinCan Readiness",
   "aliases": [
    "BigTinCan Readiness (formerly Brainshark)",
    "Bigtincan Readiness (formerly Brainshark)"
   ],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "LinkedIn Learning",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "LinkedIn",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesify",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Dan Lok",
   "aliases": [
    "Dan Lok (High-Ticket Closer)"
   ],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "7th Level",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Legendary Marketer",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management",
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Vanilla Soft",
   "aliases": [],
   "categories": [
    "sales-coaching-and-training",
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "NetHunt CRM",
   "aliases": [],
   "categories": [
    "crm",
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Taleo",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs",
    "sales-coaching-and-training"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "InsideSales",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Aloware Power Dialer",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ZoomInfo Copilot Dialer",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "ZoomInfo",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HubSpot Call Tracker",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Apollo Dialer",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Retell AI",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Readymode",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "CallHub",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Hot Prospector",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ProspectBoss / SalesDialers.com",
   "aliases": [],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ProspectBoss",
   "aliases": [
    "ProspectBoss (SalesDialers.com)"
   ],
   "categories": [
    "sales-dialers-and-calling"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Enablement",
   "aliases": [
    "Salesforce Enablement (formerly myTrailhead)"
   ],
   "categories": [
    "sales-enablement-and-content"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "EdCast",
   "aliases": [],
   "categories": [
    "customer-education-and-lms",
    "sales-enablement-and-content"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Process Street",
   "aliases": [],
   "categories": [
    "sales-enablement-and-content",
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Google Dialogflow",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ASAPP",
   "aliases": [
    "ASAPP (GenerativeAgent®)"
   ],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Moveworks",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Lorikeet",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Crescendo.ai",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Zowie",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Microsoft Power Virtual Agents",
   "aliases": [
    "Microsoft Power Virtual Agents (Now Copilot Studio)"
   ],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "Microsoft",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Assembled",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "YourGPT",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "AWS Bedrock",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support",
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Worknet AI",
   "aliases": [
    "Worknet.ai"
   ],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Chatsy",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Botsonic",
   "aliases": [],
   "categories": [
    "chatbots-and-conversational-ai-for-support"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Upvoty",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "BlockSurvey",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Medallia Concierge",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Satismeter",
   "aliases": [
    "SatisMeter"
   ],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Prolific",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Apptentive",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys",
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Savio",
   "aliases": [],
   "categories": [
    "customer-feedback-and-surveys"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Gainsight Customer Success",
   "aliases": [],
   "categories": [
    "customer-success-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "monday.com Customer Success",
   "aliases": [],
   "categories": [
    "customer-success-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Freshdesk Customer Success",
   "aliases": [],
   "categories": [
    "customer-success-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "GainTrace",
   "aliases": [],
   "categories": [
    "customer-success-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Intercom Customer Success",
   "aliases": [],
   "categories": [
    "customer-success-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Vtiger",
   "aliases": [],
   "categories": [
    "crm",
    "customer-success-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Successifier",
   "aliases": [],
   "categories": [
    "customer-success-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "CustomerSuccessBox",
   "aliases": [],
   "categories": [
    "customer-success-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SmartKarrot",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science",
    "customer-success-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Churnkey",
   "aliases": [],
   "categories": [
    "customer-success-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Gainsight inSided",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Elcom",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "MyBB",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Microsoft Viva Topics & Teams",
   "aliases": [
    "Microsoft Viva Topics"
   ],
   "categories": [
    "community-platforms",
    "knowledge-base-and-self-service"
   ],
   "parent": "Microsoft",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Self-Hosted Discourse",
   "aliases": [
    "Self-hosted Discourse"
   ],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Vanilla",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "WhatsApp Communities",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "LoftOS",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Slack Communities",
   "aliases": [
    "Slack communities"
   ],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Tribe",
   "aliases": [],
   "categories": [
    "community-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Blackboard Learn",
   "aliases": [
    "Blackboard Learn (Anthology)"
   ],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Edmingle",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Gainsight CE",
   "aliases": [
    "Gainsight CE (Northpass)"
   ],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "D2L",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "iSpring LMS",
   "aliases": [],
   "categories": [
    "customer-education-and-lms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "WordPress plugins",
   "aliases": [],
   "categories": [
    "customer-education-and-lms",
    "tag-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Assima",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Frigade",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding",
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "CommandBar",
   "aliases": [],
   "categories": [
    "digital-adoption-and-onboarding"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Matrix",
   "aliases": [
    "Matrix (via Element Enterprise)"
   ],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Element",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Wickr",
   "aliases": [
    "Wickr Enterprise"
   ],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "NetSfere",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "AnnounceKit",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "LINE",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Kik",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Session",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Briar",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Chanty",
   "aliases": [],
   "categories": [
    "in-app-messaging-and-customer-communications"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Shelf",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Zendesk Knowledge / Guide",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Archbee",
   "aliases": [
    "ArchBee"
   ],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Knowmax",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SharePoint/Viva",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ServiceNow Knowledge Management",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Confluence Data Center",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Stack Overflow Teams",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "GitHub/GitLab Wikis",
   "aliases": [
    "GitHub/GitLab wikis"
   ],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "eXo Platform",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HubSpot Knowledge Base",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "MkDocs",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "BlueSpice",
   "aliases": [],
   "categories": [
    "knowledge-base-and-self-service"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ZoneBilling",
   "aliases": [
    "ZoneBilling (by Zone & Co)"
   ],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Billing",
   "aliases": [
    "Salesforce Billing (Revenue Cloud)"
   ],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Polar",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ChargeOver",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "LemonSqueezy",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Vindicia",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ThriveCart",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Authorize.Net",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SAP Subscription Billing",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "SAP",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Pabbly Subscription Billing",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "RevenueCat",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Chargify",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Seal Subscriptions",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "PayPal Subscriptions",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Recharge Payments",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "PayKickStart",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Square Invoices",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Helcim",
   "aliases": [],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Bill.com",
   "aliases": [
    "Bill.com (BILL)"
   ],
   "categories": [
    "billing-and-subscription-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Monday.com CPQ",
   "aliases": [],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Vendavo CPQ",
   "aliases": [],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Infor",
   "aliases": [],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Vendavo Intelligent CPQ",
   "aliases": [],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "BetterCommerce",
   "aliases": [],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Zoovu",
   "aliases": [],
   "categories": [
    "cpq"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HubSpot Quoting",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature",
    "cpq"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Zoho CRM CPQ",
   "aliases": [],
   "categories": [
    "cpq"
   ],
   "parent": "Zoho",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Zoho Creator",
   "aliases": [],
   "categories": [
    "cpq",
    "partner-relationship-management"
   ],
   "parent": "Zoho",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HubSpot Proposals",
   "aliases": [],
   "categories": [
    "cpq",
    "proposal-software"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SAP C/4HANA",
   "aliases": [],
   "categories": [
    "crm"
   ],
   "parent": "SAP",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Nimble",
   "aliases": [],
   "categories": [
    "crm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "folk",
   "aliases": [
    "Folk"
   ],
   "categories": [
    "crm"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Informatica Data Quality / IDMC",
   "aliases": [
    "Informatica Data Quality/IDMC"
   ],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "DQE One",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Deloitte",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Verum",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Experian Aperture Data Studio",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication",
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce native duplicate management",
   "aliases": [
    "Salesforce Native Duplicate Management"
   ],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "CleanupCRM",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SyncGTM",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "D&B Connect",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Pipedrive native",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "HubSpot Native Deduplication",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication"
   ],
   "parent": "HubSpot",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Acceldata",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication",
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Enrich.so",
   "aliases": [],
   "categories": [
    "crm-data-quality-and-deduplication",
    "data-enrichment"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "WorksBuddy",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature",
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "CobbleStone",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Ivalua",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "JAGGAER",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Icertis Contract Intelligence",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SAP Ariba CLM",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "SAP",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "BindLegal",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "CobbleStone Contract Insight",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "CLM 365",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Jotform Sign",
   "aliases": [],
   "categories": [
    "contract-lifecycle-management-and-e-signature"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Oracle NetSuite Commerce",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "Oracle",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Shopify Plus / Shopify Enterprise",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Clarity eCommerce",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Adobe Commerce (Magento) Cloud",
   "aliases": [
    "Adobe Commerce/Magento Enterprise"
   ],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "Adobe",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Hostinger AI Builder",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Facebook Marketplace",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "Facebook",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Craigslist",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Instagram Checkout",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "Instagram",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "B2BKing",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Payhip",
   "aliases": [],
   "categories": [
    "ecommerce-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "GovDash / GovWin",
   "aliases": [],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Arphie",
   "aliases": [],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Conveyor",
   "aliases": [],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "1up",
   "aliases": [],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "AutoRFP",
   "aliases": [],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Vercor",
   "aliases": [],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "XaitPorter",
   "aliases": [],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Canva Docs",
   "aliases": [],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Cobl",
   "aliases": [],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "PowerPoint",
   "aliases": [],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "AgencyPitch",
   "aliases": [
    "AgencyPitch Starter"
   ],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Propal",
   "aliases": [],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Moxie",
   "aliases": [],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Deltek Vantagepoint",
   "aliases": [],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "RFP360",
   "aliases": [],
   "categories": [
    "proposal-software"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Paycom",
   "aliases": [
    "Paycom (Commission Pro)"
   ],
   "categories": [
    "sales-commissions-and-incentive-compensation"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Oracle Incentive Compensation",
   "aliases": [],
   "categories": [
    "sales-commissions-and-incentive-compensation"
   ],
   "parent": "Oracle",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Vulki",
   "aliases": [
    "Vulki by Akeron"
   ],
   "categories": [
    "sales-commissions-and-incentive-compensation",
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Xoxoday Compass",
   "aliases": [],
   "categories": [
    "sales-commissions-and-incentive-compensation"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Palette",
   "aliases": [
    "Palette (PaletteHQ)"
   ],
   "categories": [
    "sales-commissions-and-incentive-compensation"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Oracle HCM",
   "aliases": [],
   "categories": [
    "sales-commissions-and-incentive-compensation"
   ],
   "parent": "Oracle",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "PowerBI",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science",
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce ecosystem",
   "aliases": [
    "Salesforce Ecosystem (Tableau, OmniStudio, MuleSoft)"
   ],
   "categories": [
    "data-management-platforms",
    "territory-and-quota-planning"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Google Maps",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SAP SuccessFactors Territory & Quota",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "SAP",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Sales Territories",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Anaplan Territory & Quota Planning",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Sales Planning / Territory Planning",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Maps/Planning",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Sales Planning/Maps",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SalesScreen",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Map My Customers",
   "aliases": [],
   "categories": [
    "territory-and-quota-planning"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Captain Compliance",
   "aliases": [],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Addingwell",
   "aliases": [],
   "categories": [
    "consent-and-privacy-management",
    "tag-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Privado.ai",
   "aliases": [
    "Privado AI"
   ],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Cookiebot CMP",
   "aliases": [],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "TermsFeed",
   "aliases": [],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Silktide Consent Manager",
   "aliases": [],
   "categories": [
    "consent-and-privacy-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesgenie",
   "aliases": [],
   "categories": [
    "data-enrichment"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Adapt",
   "aliases": [],
   "categories": [
    "data-enrichment"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "GetProspect",
   "aliases": [],
   "categories": [
    "data-enrichment"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Unlimited Verifier",
   "aliases": [],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "BulkEmailChecker",
   "aliases": [],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Enrichley",
   "aliases": [],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Xverify",
   "aliases": [
    "XVerify"
   ],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Mailfloss",
   "aliases": [],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "EmailVerify.io",
   "aliases": [
    "Emailverify.io"
   ],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Listmint",
   "aliases": [],
   "categories": [
    "email-verification"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Blue Prism",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Cleo Integration Cloud",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Informatica Intelligent Cloud Services",
   "aliases": [
    "Informatica Intelligent Cloud Services (IDMC)"
   ],
   "categories": [
    "data-management-platforms",
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ServiceNow Flow Designer",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Broadcom Automic Automation",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "IBM Business Automation Workflow",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "AWS Step Functions",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Microsoft Power Platform",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "Microsoft",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "AuditBoard",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Broadcom Automic/AutoSys",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "APPSeCONNECT",
   "aliases": [],
   "categories": [
    "workflow-automation-and-ipaas"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Analytics Cloud",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Adobe Customer Journey Analytics (CJA) B2B Edition",
   "aliases": [
    "Adobe Customer Journey Analytics (CJA) – B2B Edition"
   ],
   "categories": [
    "customer-intelligence-and-data-science"
   ],
   "parent": "Adobe",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Data Cloud Journeys",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Adobe CJA",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science"
   ],
   "parent": "Adobe",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Clicky",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Simple Analytics",
   "aliases": [],
   "categories": [
    "customer-intelligence-and-data-science"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce/Tableau",
   "aliases": [
    "Salesforce Tableau"
   ],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "AWS QuickSight",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "TIBCO Spotfire",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "QuickSight",
   "aliases": [
    "QuickSight (AWS)"
   ],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "FineBI",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Microsoft Power BI Desktop",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization",
    "data-management-platforms"
   ],
   "parent": "Microsoft",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SSRS",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Pentaho",
   "aliases": [
    "Pentaho (Hitachi Vantara)"
   ],
   "categories": [
    "dashboards-and-data-visualization",
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Tableau Viewer",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Google Sheets + Explore",
   "aliases": [],
   "categories": [
    "dashboards-and-data-visualization"
   ],
   "parent": "Google",
   "lab": "google",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Microsoft Fabric / Purview",
   "aliases": [
    "Microsoft Fabric/Purview"
   ],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "Microsoft",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Semarchy xDM",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Stibo Systems",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Informatica CDGC",
   "aliases": [
    "Informatica CDGC (Cloud Data Governance & Catalog)"
   ],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Denodo Platform",
   "aliases": [
    "Denodo"
   ],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Gresham",
   "aliases": [
    "Gresham (Alveo)"
   ],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SimCorp",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "lakeFS",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Tealium Data Cloud Activation",
   "aliases": [
    "Tealium Data Cloud Activation (Snowflake)"
   ],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Apache NiFi",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Oracle E-Business Suite",
   "aliases": [
    "Oracle E-Business Suite (EBS)"
   ],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "Oracle",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "IBM InfoSphere MDM",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "MongoDB",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "OnAudience DMP",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "NocoDB",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Caspio",
   "aliases": [],
   "categories": [
    "data-management-platforms",
    "partner-relationship-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Glide",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SAP S/4HANA",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "SAP",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Oracle Fusion Cloud ERP",
   "aliases": [],
   "categories": [
    "data-management-platforms"
   ],
   "parent": "Oracle",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Okta Workforce Identity Cloud",
   "aliases": [
    "Okta Workforce Identity"
   ],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "OpenIAM",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Microsoft Entra External ID",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "Microsoft",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "LoginRadius",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Informatica MDM & 360 Applications",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Hightouch Adaptive",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "5x5 Data",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Adstra Conexa",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Okta Identity Governance",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Habu",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Experian Marketing Services",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Intent IQ",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ID.me",
   "aliases": [],
   "categories": [
    "identity-resolution"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "TagMan",
   "aliases": [],
   "categories": [
    "tag-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "BrightTag",
   "aliases": [
    "BrightTag (now Signal)"
   ],
   "categories": [
    "tag-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Analytify",
   "aliases": [],
   "categories": [
    "tag-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Refgrow",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Track360",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Clickky",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Trafficnomads",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Levanta",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Skimlinks",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Strackr",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "ThirstyAffiliates",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "RedHotPie affiliate program",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Alpha Affiliates",
   "aliases": [
    "Alpha Affiliates (ViciBet)"
   ],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Duelbits",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "MarketChair",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "LiveGood",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "iBuumerang",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Mavely",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management",
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "LeadsGate",
   "aliases": [
    "Leadsgate"
   ],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Rx-Aff",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Dub Partners",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "PromoteKit",
   "aliases": [],
   "categories": [
    "affiliate-and-partner-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce Partner Community",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing",
    "partner-relationship-management"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "MarcomCentral",
   "aliases": [
    "MarcomCentral (by Xyeen)"
   ],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Cooply",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Semrush Local",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "Semrush",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Moz Local",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Bridge",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Euler App",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SmartHub",
   "aliases": [],
   "categories": [
    "channel-partner-and-local-marketing"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Salesforce PRM / Experience Cloud",
   "aliases": [],
   "categories": [
    "partner-relationship-management"
   ],
   "parent": "Salesforce",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Impact Partnership Cloud",
   "aliases": [],
   "categories": [
    "partner-relationship-management",
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Pipedrive PRM",
   "aliases": [],
   "categories": [
    "partner-relationship-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "WordPress-based PRM solutions",
   "aliases": [
    "WordPress-based PRM Solutions"
   ],
   "categories": [
    "partner-relationship-management"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "CodeBroker",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Radancy",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "PartnerLC",
   "aliases": [
    "PartnerLC (Logical Commander)"
   ],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Shopjar",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "MokaHR",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "SC Conjured Referral Program",
   "aliases": [
    "SC Conjured Referral Program (Shopify App)"
   ],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "Birdeye Referrals",
   "aliases": [],
   "categories": [
    "referral-and-partner-programs"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-15.1"
  },
  {
   "name": "LicenseSpring",
   "aliases": [],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "Revenera",
   "aliases": [
    "Revenera (Flexera)",
    "Revenera (formerly Flexera)",
    "Revenera (formerly Flexera Software)",
    "Revenera (FlexNet Operations)",
    "Revenera (FlexNet Licensing)",
    "Revenera (FlexNet Licensing & FlexNet Operations)",
    "Revenera (formerly Flexera Software — FlexNet Licensing & Operations)",
    "Revenera (Flexera/FlexNet)",
    "Revenera (Flexera division)",
    "Revenera (FlexNet Publisher/Licensing/Embedded)",
    "Revenera (FlexNet)",
    "Revenera (a Flexera division)",
    "Revenera (formerly FlexNet by Flexera)",
    "Revenera (FlexNet / Flexera)",
    "Revenera (formerly FlexNet)",
    "Revenera FlexNet",
    "Revenera FlexNet (formerly Flexera)",
    "Revenera/FlexNet",
    "Revenera (formerly Flexera) FlexNet Licensing",
    "Revenera (formerly Flexera) – FlexNet Licensing",
    "Revenera/Flexera",
    "Flexera",
    "Flexera (FlexNet)",
    "Flexera (FlexNet Licensing)",
    "Flexera (formerly FlexNet Publisher / Revenera)",
    "Flexera (Revenera)",
    "Flexera (formerly Thales Sentinel)"
   ],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "Thales Sentinel",
   "aliases": [
    "Thales Sentinel (Sentinel EMS & RMS)",
    "Thales Sentinel (Sentinel RMS)",
    "Thales Sentinel (Sentinel LDK / EMS)",
    "Thales Sentinel (Sentinel Cloud)",
    "Thales/Sentinel",
    "Thales Sentinel (RMS/HLS via CPL/Software Monetization)",
    "Thales Sentinel (Sentinel LDK / EMS / RMS)",
    "Thales Sentinel (formerly SafeNet / RMS)",
    "Thales Sentinel (LDK/RMS)"
   ],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "Cryptlex",
   "aliases": [],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "Keygen",
   "aliases": [
    "Keygen (keygen.sh)"
   ],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "10Duke Enterprise",
   "aliases": [
    "10Duke",
    "10Duke (10Duke Enterprise)"
   ],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "Freemius",
   "aliases": [],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "Zentitle",
   "aliases": [
    "Zentitle by Nalpeiron",
    "Zentitle (by Nalpeiron)",
    "Zentitle (Nalpeiron)",
    "Nalpeiron",
    "Nalpeiron (Zentitle)",
    "Nalpeiron (Zentitle by Nalpeiron)",
    "Nalpeiron (ZenTitle)",
    "Nalpeiron Zentitle",
    "Nalpeiron/Zentitle",
    "Nalpeiron / Zentitle",
    "Nalpeiron Zentitle (Zentitle2)",
    "Nalpeiron's Zentitle",
    "Zentitle2",
    "Zentitle 2"
   ],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "Reprise Software",
   "aliases": [
    "Reprise Software (RLM)"
   ],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "Stigg",
   "aliases": [
    "Stigg (MonetizationOS)"
   ],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "VerusTrust Licensing",
   "aliases": [],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "Thales",
   "aliases": [
    "Thales (Sentinel)",
    "Thales (Gemalto)",
    "Thales (formerly Gemalto)",
    "Thales (CPL - Sentinel)",
    "Thales (formerly Gemalto/ SafeNet)",
    "Thales (Software Monetization)",
    "Thales (formerly Nalpeiron)"
   ],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "Cryptolens",
   "aliases": [
    "Cryptolens (Devolens)"
   ],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "Wibu-Systems",
   "aliases": [
    "Wibu-Systems (CodeMeter)",
    "Wibu Systems"
   ],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "Reprise License Manager",
   "aliases": [
    "Reprise License Manager (RLM)"
   ],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "Schematic",
   "aliases": [],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "FlexNet Licensing",
   "aliases": [
    "FlexNet Licensing (Revenera)"
   ],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "Flexera One",
   "aliases": [
    "Flexera One (formerly FlexNet)",
    "Flexera One (FlexNet Manager)"
   ],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "Wibu-Systems CodeMeter",
   "aliases": [
    "Wibu Systems CodeMeter"
   ],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "LicenseSeat",
   "aliases": [],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "Zluri",
   "aliases": [],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "Zylo",
   "aliases": [],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "Dodo Payments",
   "aliases": [],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "ServiceNow SAM",
   "aliases": [],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "OpenLM",
   "aliases": [],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "VerusTrust",
   "aliases": [],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "PayPro Global",
   "aliases": [],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "Thales Sentinel Software Monetization Platform",
   "aliases": [],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "Piano",
   "aliases": [],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "ManageEngine AssetExplorer",
   "aliases": [],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "License4J",
   "aliases": [
    "LICENSE4J"
   ],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "Keygen.sh",
   "aliases": [],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "Thales CPL",
   "aliases": [],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "Certero",
   "aliases": [],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "Spendbase",
   "aliases": [],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "FlexNet",
   "aliases": [
    "FlexNet (Flexera)",
    "FlexNet (Revenera)"
   ],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "Keyfactor",
   "aliases": [],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "Snow",
   "aliases": [],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "Torii",
   "aliases": [],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "BetterCloud",
   "aliases": [],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "Sentinel",
   "aliases": [
    "Sentinel (Thales)"
   ],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "Keymint",
   "aliases": [],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "LicenseAPI",
   "aliases": [],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "Keygate",
   "aliases": [],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "LimeLM",
   "aliases": [
    "LimeLM (wyDay)"
   ],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "Appsero",
   "aliases": [],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "Polar.sh",
   "aliases": [],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "SLASCONE",
   "aliases": [],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  },
  {
   "name": "2Checkout",
   "aliases": [
    "2Checkout (Verifone)"
   ],
   "categories": [
    "software-monetization-and-licensing-platforms"
   ],
   "parent": "",
   "lab": "none",
   "source": "judge raw names, 2026-09-16.1"
  }
 ]
}