AI marketing agents
Asked as “AI marketing agent”, and as “AI agent that creates marketing content and campaigns”, on behalf of a mid-market B2B company. 51 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the October 2026 Edition on October 4, 2026; its answers are read by the distilled judge (ai-indexes-judge-qwen3-14b-run3), not the claude-opus-5 judge of the earlier categories: how the two compare.
Standing · first-choice share
24%
Contested · HubSpot 6%
24HubSpot Breeze06HubSpot04ChatGPT67others
24% of first choices, contested.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for a mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince September 2026
03
ChatGPT Lab in the set4%20%10accepted challengernewNew since September 2026: not ranked then, 4% now.
ChatGPT Lab in the set4%20%10accepted challengernewNew since September 2026: not ranked then, 4% now.Show the one product at 0%, ordered by negative rate
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
ChatGPT is made by OpenAI, whose model GPT-5.4 mini and GPT-6 Luna is in the set. On the four share prompts that model made it the first choice zero times of 8; the other twelve models two times of 48. Lab treatment is defined on the method page; the row is marked, not excluded.
For buyers
All ten head-to-head pages: the top five products, each against each
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
01
0203
04
05
06Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01HubSpot Breeze24%
HubSpot Breeze24%02Jasper4%
Jasper4%03ChatGPT4%
ChatGPT4%04Copy.ai2%
Copy.ai2%05Clay2%
Clay2%06Albert.ai0%
Albert.ai0%What they warned about
One of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.1 Fast, Mistral Small, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5, GPT-6 Luna and Muse Glimmer 30B changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
Albert.ai40%
4 of 10 labels negative · 4 of 14 models · 2 hard negative
“Things to Avoid on a Tight Budget - **Albert.ai** or **Smartly.io** — Enterprise-level autonomous agents that cost $4,000–5,000+/month” DeepSeek V4 Flash, budget prompt
Jasper12%
3 of 26 labels negative · 3 of 14 models · 1 hard negative
“**Jasper** at $59–69/month if you're strictly budget-conscious (Rytr offers similar for less)” DeepSeek V4 Flash, budget prompt
Air.ai
100%
2 of 2 labels negative · 2 of 14 models · 2 hard negative
“The FTC sued Air AI over claims of that kind; its March 2026 settlement bars the company and owners from marketing business opportunities.” GPT-6 Luna, negative prompt
ChatGPT20%
2 of 10 labels negative · 2 of 14 models
“Meta officially prohibited the use of general-purpose AI chatbots (e.g., "chat-about-anything" ChatGPT clones) on the WhatsApp Business Platform” Gemini 3.5 Flash, negative prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
78 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 1090 links across 397 sites, every framing counted. Ranked by the number of answers carrying the site or page. None of the 252 answers across every segment cited this index's own page for the category.
vendor site · Factors.ai24 answers · 27 citations · 11 models
vendor site · folk24 answers · 26 citations · 10 models
vendor site · Improvado16 answers · 19 citations · 7 models
vendor site · Supermetrics16 answers · 16 citations · 9 models
vendor site · Enrich Labs15 answers · 15 citations · 8 models
14 answers · 16 citations · 8 models
vendor site · HubSpot14 answers · 15 citations · 8 models
vendor site · HubSpot13 answers · 24 citations · 7 models
vendor site · ZoomInfo13 answers · 18 citations · 8 models
vendor site · Braze12 answers · 16 citations · 6 models
vendor site · Simplified12 answers · 14 citations · 7 models
vendor site · Rework11 answers · 12 citations · 9 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
24 answers · 10 models
16 answers · 9 models
15 answers · 9 models
14 answers · 8 models
12 answers · 7 models
10 answers · 9 models
10 answers · 8 models
10 answers · 7 models
9 answers · 6 models
9 answers · 4 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “ai marketing agent”, “best ai marketing agent”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days |
|---|---|---|---|---|---|---|---|
| HubSpot parent site HubSpot Breeze 24%, HubSpot Agent Hub 4%, HubSpot Marketing Hub 4%, HubSpot Marketing Hub with Breeze AI 4% and 3 more | 43% | 934 | 368,000 | 9,776 | |||
| HubSpot hubspot.com HubSpot 6%, HubSpot's AI marketing tools 2%, HubSpot's free Marketing Hub 2% | 10% | 132 | 368,000 | 9,776 | 2,276,428 | $83,922 | 76 |
| Jasper jasper.ai Jasper 4%, Jasper’s Multi-channel Campaign Agent 2% | 6% | 105 | 165,000 | 46,711 | 115,679 | 12 | |
| Intuit mailchimp.com Mailchimp 4% | 4% | 339 | 368,000 | 6,862 | 1,931,402 | $1,214 | 107 |
| OpenAI openai.com ChatGPT 4% | 4% | 58 | 124,000,000 | 218,639 | 41,056,966 company | $3,732 | 117 |
| Simplified simplified.com | 4% | 14 | |||||
| Copy.ai copy.ai | 2% | 45 | 5,400 | 174 | 76,296 | ||
| Clay clay.com | 2% | 226 | 135,000 | 168,089 | 294,056 | 11 | |
| Enrich Labs enrichlabs.ai | 2% | 9 | |||||
| ActiveCampaign activecampaign.com | 2% | 445 | 18,100 | 307 | 235,709 | $1,424 | 32 |
Google's top ten for the two searches hold 14 sites; 1 of them are among the sites the models cited here (braze.com). The first result for “ai marketing agent” is salesforce.com.
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.ShowHide
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ShowHideModelDirect“What is the best AI marketing agent for a mid-market B2B company?”Paraphrase“Which AI agent that creates marketing content and campaigns would you recommend to a mid-sized B2B company?”Comparative“What are the top AI marketing agents and how do they differ?”Budget-constrained“What is the best AI marketing agent for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating an AI marketing agent. What should we look at?”Negative“Which AI marketing agents should I avoid or be cautious about?”
Claude Haiku 4.5Enrich LabsCopy.ai, HubSpot Agent HubChangedEnrich LabsSimplified's Marketing Agentno first choicenothing named
Four alternatives
GEOforge, HubSpot Breeze, Tofu, WarmlyTwo alternatives
Claygent, Salesforce AgentforceEight alternatives
Copy.ai, HubSpot Agent Hub, Hyper, Jasper, Klaviyo AI, NoimosAI, Salesforce Agentforce, Superscale AIFour alternatives
Brevo, ChatGPT, Enrich Labs, Zapier AgentsGPT-5.4 miniHubSpotHubSpot's AI marketing toolsChangedHubSpot Breezeagainst: IntercomHubSpot Marketing Hub with Breeze/AI featuresno first choicenothing named
Two alternatives
Conversion, SalesforceTwo alternatives
Salesforce Agentforce Marketing, Salesforce Marketing Cloud Account EngagementFive alternatives
Adobe Experience Cloud, Braze AI, Oracle marketing AI / Fusion / Eloqua, Salesforce Agentforce for Marketing Cloud, Zapier AIOne alternative
JasperGemini 3.5 FlashClayHubSpot BreezeChangedno first choiceHyper AIno first choiceagainst: Air.ai, ChatGPT, OpenAI's Atlas, OpenClaw, Perplexity
Four alternatives
Copy.ai, HubSpot Breeze, Mutiny, ProfoundFive alternatives
AirOps, Copy.ai, Demandbase, Salesforce Agentforce, Writer.comNine alternatives
Clay, Gumloop, HubSpot Breeze, Lindy, Relevance AI, Salesforce Agentforce, Skott, Tofu, WilliamTwo alternatives
HubSpot Breeze AI Agents, Sintra AIPerplexity SonarHubSpot Breezeagainst: Demandbase, ZoomInfoHubSpot's AI agentsChangedAlbert.aiSimplified’s marketing agent, Rileyno first choicenothing named
Two alternatives
Factors.ai, Superscale AITwo alternatives
Claygent, Copy.aiThirteen alternatives
Adobe Experience Platform Agents, BrazeAI Agents, Breeze, Claygent, Copy.ai, HubSpot Agent Hub, Jasper, Klaviyo AI, Profound Agents, Relevance AI, Salesforce Agentforce, Skott, TofuTwo alternatives
Carly, MailchimpGrok 4.1 FastHubSpot BreezeJasperChangedagainst: Albert.ai, Copy.aiSuperscale AIHubSpot's free Marketing Hubagainst: Lindy, Simplifiedno first choiceagainst: AI Systems
Four alternatives
6sense, ActiveCampaign AI, Clay, DemandbaseOne alternative
HubSpot's Breeze AI AgentsSix alternatives
AdCreative.ai, Albert.ai, Copy.ai, HubSpot Breeze Agents, Jasper, Salesforce Agentforce for Marketing CloudTwo alternatives
Brevo, Mailchimp's free tierMistral SmallHubSpot with Breeze AIAgentforce Marketing, Okara AI AgentsChangedno first choiceActiveCampaign, Simplifiedno first choicenothing named
Two alternatives
Clay, Factors.aiTwo alternatives
HubSpot AI Marketing Agents, Supermetrics Campaign AgentsSeven alternatives
Buffer, ChatGPT, Google Analytics 4, Kommo, Mailchimp, Ocoya, PencilDeepSeek V4 FlashHubSpot BreezeHubSpot BreezeHeldSprites.aiagainst: Zapier AgentsConvertMate, Zapier Agentsagainst: Albert.ai, Jasper, Semrush, Smartlyno first choiceagainst: Aoneseo, AutoSEO AI
Four alternatives
6sense, Demandbase, Superscale AI, WarmlyFour alternatives
Copy.ai, Jasper, Sintra, WritesonicFour alternatives
HubSpot Breeze, Jasper, Salesforce Agentforce, folk CRMThree alternatives
HubSpot Marketing Hub, ManyChat, RytrLlama 4 MaverickHubSpot BreezeHubSpot Marketing HubChangedno first choiceFlowHuntno first choicenothing named
Three alternatives
Clay, Customer.io, Factors.aiThree alternatives
Improvado, Jasper, SemrushTwo alternatives
Enrich Labs, Superscale AIQwen 3.7 FlashJasper, MinionAIHubSpot BreezeChangedAlbert.aiChatGPTagainst: ActiveCampaignno first choicenothing named
Five alternatives
AdLibrium, Clay, HubSpot AI, Intercom, Salesforce EinsteinOne alternative
JasperSeven alternatives
Copy.ai, HubSpot AI Assistant, Jasper, ManyChat, NinjaPromo, Sweep, WarmlyFive alternatives
Brevo, Buffer, Canva, Grammarly, Microsoft CopilotKimi K2HubSpot BreezeHubSpot Marketing Hub with Breeze AIChangedAlbert.aiChatGPT, HubSpot AIno first choiceagainst: Albert.ai, Canva, ChatGPT, Demandbase, Drift, HubSpot, Jasper, Mutiny
Three alternatives
6sense, Drift, QualifiedThree alternatives
Copy.ai, Jasper, WritesonicFive alternatives
Carly, Copy.ai, HubSpot Breeze, Jasper, Relevance AIThree alternatives
Brevo, Buffer, Zapier CentralGLM 4.7 FlashXHubSpot BreezeMeso AIChangedJasperSimplifiedagainst: HubSpot, Salesforceno first choicenothing named
Four alternatives
ActiveCampaign, Albert.ai, Clay, Factors.aiFive alternatives
Copy.ai, HubSpot Breeze, Jasper, MarketMuse, Sight AIFour alternatives
AdCreative.ai, Albert, Copy.ai, HubSpot BreezeThree alternatives
ActiveCampaign, Mailchimp, SynterMiniMax M2.5HubSpot with Breeze AIHubSpot Marketing Hub with Breeze AIChangedSuperscale AIHubSpot Breeze, Mailchimpno first choicenothing named
Two alternatives
Clay, Factors.aiFour alternatives
Copy.ai, Enrich Labs, Jasper, TofuFour alternatives
Carly, HubSpot Breeze Agents, Jasper, Salesforce AgentforceGPT-6 LunaHubSpot BreezeJasper’s Multi-channel Campaign AgentChangedno first choiceagainst: Klaviyo Marketing Agent / ComposerHubSpotagainst: Meta's Muse for Small Businessno first choiceagainst: 1010 Digital Works, Air.ai, Cox Media Group, MindSift
Two alternatives
6sense, JasperOne alternative
HubSpot’s Campaign AgentSeven alternatives
ActiveCampaign AI Agents / Active Intelligence, Adobe Experience Platform Agents, Copy.ai GTM AI, HubSpot Breeze, Jasper Agents, Salesforce Marketing Cloud, Salesforce Service CloudMuse Glimmer 30BHubSpot Agent Hub, HubSpot BreezeHubSpot Marketing HubChangedEnrich Labs, Intempt Blu Super Agentagainst: Copy.ai, CrewAI, Gumloop, Jasper, Lindy, Relay, Relevance AIHubSpot, Mailchimpno first choiceagainst: Albert.ai
Four alternatives
ActiveCampaign, Claygent, Copy.ai, DemandbaseFive alternatives
Clay, Demandbase, GoHighLevel AI Employee, Jasper, WriterSeven alternatives
Carly, HubSpot Breeze, Klaviyo K:AI, Netcore, Salesforce Agentforce, Supermetrics AI, folk CRMTwo alternatives
Brevo, Zapier CentralBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency. Full answer text is in the free responses file. Download the record
Eighty-four rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:37 | yes | 9 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:44 | yes | 3 | 7 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:13 | yes | 19 | 28 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-04 23:45 | yes | 20 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:13 | yes | 21 | 7 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:22 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:31 | yes | 23 | 32 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:40 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:07 | no | 0 | 23 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:36 | yes | 15 | 22 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:52 | yes | 23 | 46 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:11 | yes | 5 | 14 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:22 | yes | 4 | 18 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:49 | yes | 14 | 19 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:45 | yes | 9 | 7 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:13 | yes | 4 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:13 | yes | 26 | 27 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-05 00:48 | yes | 19 | 2 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:34 | yes | 21 | 9 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:48 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:42 | yes | 25 | 78 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:26 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:42 | yes | 10 | 41 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:18 | yes | 20 | 19 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:34 | yes | 25 | 110 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:27 | yes | 5 | 15 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:47 | yes | 3 | 15 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:51 | yes | 22 | 30 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:17 | yes | 18 | 11 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:48 | yes | 4 | 8 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:10 | yes | 27 | 27 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-04 23:38 | yes | 20 | 6 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:13 | yes | 19 | 11 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:37 | yes | 9 | 7 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:53 | yes | 22 | 39 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:18 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:59 | yes | 10 | 28 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:48 | yes | 20 | 31 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:18 | yes | 24 | 48 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:34 | yes | 21 | 38 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:13 | yes | 7 | 30 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:22 | yes | 15 | 24 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:34 | yes | 19 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:37 | yes | 3 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:20 | yes | 11 | 23 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-05 00:22 | yes | 20 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:02 | yes | 25 | 11 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:42 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:00 | yes | 23 | 30 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:49 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:24 | no | 0 | 24 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:29 | yes | 10 | 14 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:26 | yes | 24 | 55 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:11 | yes | 5 | 10 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:32 | yes | 3 | 11 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:55 | yes | 15 | 18 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:22 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:34 | no | 0 | 10 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:47 | yes | 8 | 27 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-04 23:21 | yes | 20 | 5 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:37 | yes | 14 | 10 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:37 | no | 0 | 10 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:06 | yes | 25 | 43 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:44 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:19 | yes | 10 | 20 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:03 | yes | 10 | 57 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:23 | yes | 15 | 36 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:34 | no | 0 | 8 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:11 | yes | 3 | 19 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:00 | yes | 15 | 23 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:36 | yes | 18 | 13 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:27 | yes | 2 | 5 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:36 | yes | 20 | 26 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-05 00:56 | yes | 23 | 3 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:47 | yes | 24 | 9 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:11 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:22 | yes | 22 | 31 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:56 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:40 | yes | 10 | 26 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:58 | yes | 25 | 34 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:43 | yes | 24 | 46 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:04 | yes | 5 | 20 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:31 | yes | 3 | 24 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:21 | yes | 25 | 25 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
ShowHide
Category-scoped readings
HubSpot Breeze AI read as HubSpot Breeze
Klaviyo read as Klaviyo AI
Superscale read as Superscale AI
folk read as folk CRM
Unresolved, counted raw
AI Systems (aka AI Partner System or AI Wealth Machine)
ActiveCampaign AI Agents / Active Intelligence
Ad Library AI Agents
AdLibrium
Adobe
Adobe's Experience Platform Agents
Adobe's Firefly
Albert
Aoneseo
AutoSEO AI
Canva AI
Conversion
Copy.ai GTM AI
Google Analytics AI
HubSpot AI Assistant
HubSpot AI Marketing Agents
HubSpot Marketing Hub with Breeze/AI features
HubSpot's AI marketing tools (especially Content Agent + Campaign Agent)
HubSpot's free Marketing Hub
HubSpot’s Campaign Agent
If This Then That
Intempt Blu Super Agent
Intempt's Blu Super Agent
Jasper’s Multi-channel Campaign Agent
Klaviyo Marketing Agent / Composer
Mailchimp's free tier
Meso AI
Meta's Muse for Small Business
Microsoft
MinionAI
NinjaPromo
Notion AI
Okara AI Agents
OpenAI's Atlas
OpenAnalyst
Oracle marketing AI / Fusion / Eloqua
Profound Agents
Relay
Salesforce
Simplified’s marketing agent, Riley
Sintra
Sintra AI
Sprites.ai
Supermetrics Campaign Agents
William (by StoryChief)
Zapier AI
Discontinued, still offered
No shut-down product was recommended here.
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