| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Value selling tools | Sales | 2% | 11 of 116 | 0% | 5 | under 10 labels · led by Minoa at 21% | |
| Sales gamification | Sales | 2% | 13 of 64 | 0% | 1 | under 10 labels · led by Spinify at 31% | |
| App store optimization tools | Marketing | 2% | 14 of 56 | 0% | 2 | under 10 labels · led by AppTweak at 39% | |
| Digital adoption and onboarding | Customer | 2% | 11 of 45 | 0% | 7 | under 10 labels · led by Userpilot at 30% | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Interactive demo platforms | Sales | 0% | 13 of 50 | 8% | 12 | accepted challenger | |
| Customer education and LMS | Customer | 0% | 15 of 86 | 0% | 7 | under 10 labels · led by LearnUpon at 26% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Digital sales rooms | Sales | 0% | 19 of 73 | 0% | 4 | under 10 labels · led by Dock at 29% | newNew since September 2026: not ranked then, 0% now. |
| Sales coaching and training | Sales | 0% | 34 of 124 | 0% | 4 | under 10 labels · led by MindTickle at 24% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Territory and quota planning | Revenue operations | 0% | 37 of 123 | 0% | 3 | under 10 labels · led by CaptivateIQ Planning at 36% | newNew since September 2026: not ranked then, 0% now. |
| Account-based marketing platforms | Marketing | 0% | 25 of 71 | 0% | 2 | under 10 labels · led by AdRoll ABM at 53% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Conversational marketing platforms | Marketing | 0% | 47 of 87 | 0% | 2 | under 10 labels · led by Tidio at 13% | |
| Lead routing and management | Sales | 0% | 25 of 111 | 0% | 2 | under 10 labels · led by LeadAngel at 26% | newNew since September 2026: not ranked then, 0% now. |
| Marketing | 0% | 33 of 68 | 0% | 2 | under 10 labels · led by Postalytics at 44% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | |
| RFP response software | Sales | 0% | 42 of 82 | 0% | 2 | under 10 labels · led by Loopio at 25% | |
| Attribution and marketing mix modeling | Marketing | 0% | 54 of 123 | 0% | 1 | under 10 labels · led by Dreamdata at 27% | newNew since September 2026: not ranked then, 0% now. |
| Channel partner and local marketing | Partner and channel | 0% | 52 of 124 | 0% | 1 | under 10 labels · led by Channelscaler at 10% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Client onboarding platforms | Customer | 0% | 67 of 104 | 0% | 1 | under 10 labels · led by Rocketlane at 47% | |
| Contact center quality assurance | Customer | 0% | 67 of 81 | 0% | 1 | under 10 labels · led by EvaluAgent at 28% | |
| Customer feedback and surveys | Customer | 0% | 53 of 84 | 0% | 1 | under 10 labels · led by CustomerGauge at 24% | newNew since September 2026: not ranked then, 0% now. |
| Data clean rooms | GTM data and infrastructure | 0% | 69 of 100 | 0% | 1 | under 10 labels · led by Snowflake Data Clean Rooms at 19% | |
| Direct mail and gifting platforms | Marketing | 0% | 55 of 90 | 0% | 1 | under 10 labels · led by Sendoso at 25% | |
| Event lead capture apps | Marketing | 0% | 53 of 70 | 0% | 1 | under 10 labels · led by Blinq at 23% | |
| Influencer platforms | Marketing | 0% | 46 of 72 | 0% | 1 | under 10 labels · led by Favikon at 23% | newNew since September 2026: not ranked then, 0% now. |
| Proposal software | Revenue operations | 0% | 24 of 56 | 0% | 1 | under 10 labels · led by PandaDoc at 65% | newNew since September 2026: not ranked then, 0% now. |
| Referral and partner programs | Partner and channel | 0% | 48 of 112 | 0% | 1 | under 10 labels · led by PartnerStack at 22% | newNew since September 2026: not ranked then, 0% now. |
| Retail media platforms | Marketing | 0% | 73 of 121 | 0% | 1 | under 10 labels · led by Amazon Ads at 33% | |
| Retail, proximity and IoT marketing | Marketing | 0% | 86 of 130 | 0% | 1 | under 10 labels · led by Foursquare Proximity at 15% | newNew since September 2026: not ranked then, 0% now. |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 5 | 3 | 0 | 8 |
| Grok 4.20 | 1 | 2 | 3 | 0 | 6 |
| Mistral Small | 1 | 2 | 1 | 0 | 4 |
| DeepSeek V4 Flash | 0 | 3 | 0 | 0 | 3 |
| Llama 4 Maverick | 1 | 8 | 11 | 0 | 20 |
| Qwen 3.7 Flash | 0 | 2 | 0 | 1 | 3 |
| Kimi K2 | 0 | 1 | 1 | 0 | 2 |
| GLM 4.7 FlashX | 1 | 6 | 3 | 0 | 10 |
| MiniMax M2.5 | 0 | 3 | 2 | 0 | 5 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 4 | 2 | 0 | 6 |
Verbatim evidence the judge attached to positive labels.
“Guideflow – Recommended for mid-size to enterprise app teams, offering robust keyword research, competitor tracking, and market intelligence.” Mistral Small · App store optimization · direct prompt · first choice
“Guideflow, which has entry-level plans starting at $5 per user per month, making it accessible for small teams with limited budgets.” Llama 4 Maverick · Sales gamification · budget prompt · first choice
“Start with Symbe or Guideflow for dedicated value selling” Grok 4.20 · Value selling · direct prompt · first choice
“Guideflow (Best Overall Value)” GLM 4.7 FlashX · Digital adoption · budget prompt · first choice
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Who to Avoid/Caution: Arcade, Guideflow (for technical deep-dives).” Qwen 3.7 Flash · Interactive demos · negative prompt · hard negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 187 of the 187 answers that named Guideflow and are not a share of its labels.
318 of the 494 domain citations in answers naming Guideflow came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 2,146 | 83 | 2026-09-25 | ||
| Template or tool | 139 | 23 | 2026-08-25 | ||
| Report or ebook | 38 | 18 | 2026-08-25 | ||
| Webinar or virtual event | 17 | 11 | 2026-08-31 | ||
| Case study | 14 | 1 | 2026-08-25 | ||
| Conference or event | 11 | 6 | 2026-08-25 | ||
| Comparison | 7 | 0 | 2026-06-16 | ||
| Glossary or explainer | 6 | 0 | 2026-06-16 | ||
| Podcast or video | 3 | 2 | 2026-08-25 | ||
| News or press | 1 | 1 | 2026-07-23 |
Every page guideflow.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
What Guideflow's own pages state, read September 28, 2026: guideflow.com, guideflow.com/pricing, guideflow.com/features/ai, guideflow.com/customers, guideflow.com/partners. A claimed page can correct any of them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Guideflow's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Guideflow, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for Guideflow by email, built from the raw record of the edition. It shows: