AI marketing agents for small business buyers
Asked as “AI marketing agent”, and as “AI agent that creates marketing content and campaigns”, on behalf of a small B2B company. 41 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
12%
Contested · HubSpot 10%
12HubSpot Breeze10HubSpot07ChatGPT71others
12% 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 small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the one product at 0%, ordered by negative rate
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 three times of 48. Lab treatment is defined on the method page; the row is marked, not excluded.
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
02
03
04
05Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative30%
Key
01HubSpot Breeze12%
HubSpot Breeze12%02Jasper7%
Jasper7%03ChatGPT7%
ChatGPT7%04ActiveCampaign5%
ActiveCampaign5%05Copy.ai0%
Copy.ai0%What they warned about
Two of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Perplexity Sonar, Grok 4.1 Fast, Mistral Small, DeepSeek V4 Flash, 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.
Jasper9%
3 of 32 labels negative · 3 of 14 models · 2 hard negative
“Avoid pricier ones like Jasper ($59/mo) until proven value.” Grok 4.1 Fast, budget prompt
1010 Digital Works
100%
2 of 2 labels negative · 2 of 14 models · 2 hard negative
“the FTC finalized orders involving Cox Media Group, MindSift and 1010 Digital Works over claims that they could target ads based on conversations captured by smart devices” GPT-6 Luna, negative prompt
Air.ai
100%
2 of 2 labels negative · 2 of 14 models · 2 hard negative
“Air AI was **banned from marketing business opportunities** by the FTC for misleading entrepreneurs and small businesses.” DeepSeek V4 Flash, negative prompt
Cox Media Group100%
2 of 2 labels negative · 2 of 14 models · 2 hard negative
“the FTC finalized orders involving Cox Media Group, MindSift and 1010 Digital Works over claims that they could target ads based on conversations captured by smart devices” GPT-6 Luna, 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
76 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. 1078 links across 375 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.
25 answers · 41 citations · 10 models
vendor site · HubSpot24 answers · 31 citations · 10 models
vendor site · Simplified20 answers · 25 citations · 9 models
vendor site · Factors.ai19 answers · 23 citations · 10 models
vendor site · folk18 answers · 18 citations · 8 models
16 answers · 17 citations · 8 models
vendor site · Warmly15 answers · 19 citations · 8 models
vendor site · Averi15 answers · 15 citations · 7 models
14 answers · 15 citations · 8 models
vendor site · FlowHunt13 answers · 13 citations · 7 models
vendor site · HubSpot12 answers · 21 citations · 7 models
vendor site · ZoomInfo12 answers · 15 citations · 6 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.
23 answers · 9 models
18 answers · 8 models
15 answers · 7 models
14 answers · 8 models
13 answers · 7 models
12 answers · 7 models
11 answers · 7 models
11 answers · 7 models
10 answers · 7 models
10 answers · 5 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 12%, HubSpot Breeze AI Agents 7%, HubSpot AI 5%, HubSpot's AI agents 5% and 1 more | 32% | 934 | 368,000 | 9,776 | |||
| HubSpot hubspot.com HubSpot 10%, HubSpot's AI 2% | 12% | 132 | 368,000 | 9,776 | 2,276,428 | $83,922 | 76 |
| Simplified simplified.com Simplified 5%, Simplified's Marketing Agent 2% | 7% | 14 | |||||
| Jasper jasper.ai | 7% | 105 | 165,000 | 46,711 | 115,679 | 12 | |
| OpenAI openai.com ChatGPT 7% | 7% | 58 | 124,000,000 | 218,639 | 41,056,966 company | $3,732 | 117 |
| ActiveCampaign activecampaign.com | 5% | 445 | 18,100 | 307 | 235,709 | $1,424 | 32 |
| Brevo brevo.com | 2% | 386 | 40,500 | 327 | 81,741 | $17,847 | 106 |
| Relevance AI relevanceai.com | 2% | 15 | |||||
| Warmly warmly.ai | 2% | 57 | 4,400 | 805 | 13,997 | 0 | |
| Apollo.io apollo.io | 2% | 1000 | 33,100 | 396 | 111,608 | 94 |
Google's top ten for the two searches hold 14 sites; 0 of them are among the sites the models cited here. 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 small B2B company?”Paraphrase“Which AI agent that creates marketing content and campaigns would you recommend to a small business that sells to other businesses?”Comparative“What are the top AI marketing agents for a small team and how do they differ?”Budget-constrained“What is the best AI marketing agent for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating an AI marketing agent. What should we look at?”Negative“Which AI marketing agents should a small business avoid or be cautious about?”
Claude Haiku 4.5WarmlyChatGPTChangedWarmlyagainst: OmnekyHubSpot AIno first choicenothing named
Four alternatives
HubSpot's Breeze AI Agents, Okara, Tidio, TofuTwo alternatives
HubSpot's AI features, JasperThree alternatives
HubSpot Breeze Agents, Jasper, TidioFour alternatives
Brevo, Buffer, Okara AI CMO, TidioGPT-5.4 miniHubSpot Marketing HubHubSpot Marketing Hub with its AI Content/Campaign toolsChangedHubSpot AI agentsBrevoagainst: HubSpotno first choicenothing named
Two alternatives
6sense, QualifiedOne alternative
ActiveCampaignOne alternative
Salesforce AgentforceOne alternative
MailerLiteGemini 3.5 FlashHubSpot Breeze AI AgentsHubSpot Breeze AI AgentsHeldClay, HubSpot BreezeHyper AIno first choiceagainst: Google's Performance Max suggestions, HeyReach, Meta's automated recommendations
Four alternatives
Clay, Claygent, Relevance AI, WarmlyThree alternatives
Jasper, Toffu, TofuThree alternatives
Gumloop, Lindy, Relevance AISix alternatives
ChatGPT, Claude, Clay, HubSpot Breeze, Relevance AI, WarmlyPerplexity SonarApollo.ioHubSpot's AI agentsChangedHubSpot BreezeSimplified's Marketing Agentno first choicenothing named
One alternative
folk CRMTwo alternatives
FlowHunt, JasperFour alternatives
Braze AI, FlowHunt, Jasper, MakeTwo alternatives
ActiveCampaign, Zapier CentralGrok 4.1 FastHubSpotJasperChangedHubSpot BreezeHubSpotagainst: Jasperno first choiceagainst: MEGA AI
Eight alternatives
ActiveCampaign, Copy.ai, Demandbase, Factors.ai, Jasper, Mailchimp AI, Seamless.AI, folk CRMThree alternatives
Albert.ai, Copy.ai, HubSpot Marketing HubFour alternatives
Blotato, Jasper, Lindy, Zapier AI AgentsThree alternatives
Kite AI, Mailchimp, Relevance AIMistral SmallHubSpot BreezeJasper, Predis.aiChangedJasperRelevance AI, Simplifiedno first choicenothing named
One alternative
folk CRMFive alternatives
AiMOS, Albert.ai, GoldMine AI, Lindy, TurboAgentsOne alternative
ActiveCampaignDeepSeek V4 FlashHubSpot Breeze AI Agentsagainst: GoHighLevelHubSpot BreezeChangedSimplifiedLindyagainst: Jasper, Mailchimp, Semrushno first choiceagainst: 1010 Digital Works, Air.ai, Ascend Ecom, Cox Media Group, DoNotPay, Ecommerce Empire Builders, FBA Machine, MindSift, Rytr
Three alternatives
Apollo.io, Mailchimp, Reply.ioThree alternatives
Copy.ai, Jasper, SimplifiedSix alternatives
AdCreative.ai, Albert.ai, Copy.ai, HubSpot AI, Hyper, JasperFour alternatives
Brevo, Canva, HubSpot, Zapier CentralLlama 4 Maverickno first choiceno first choiceHeldOcoya, Pencilno first choiceno first choicenothing named
One alternative
WarmlyQwen 3.7 FlashHubSpotHubSpot AIChangedJasperChatGPTno first choicenothing named
Four alternatives
Apollo.io, Instantly, Jasper, SmartleadOne alternative
SimplifiedThree alternatives
Clay, HubSpot Breeze, MadgicxThree alternatives
Brevo, Canva, MetricoolKimi K2ActiveCampaign, HubSpotActiveCampaignChangedHubSpot AIZapier Centralno first choiceagainst: Copy.ai, Jasper, Meta's AI Marketing Recommendations
Three alternatives
Albert.ai, Averi, ZoomInfo MarketingTwo alternatives
HubSpot Marketing Hub, WritesonicSix alternatives
ActiveCampaign, AdCreative.ai, Buffer AI, Claude, Copy.ai, JasperThree alternatives
Copy.ai, Rudys.AI, Velocity ProGLM 4.7 FlashXHubSpot BreezeHubSpot's AIChangedJasperClaude AI Agentno first choicenothing named
Three alternatives
Clay, NoimosAI, TurboAgentsTwo alternatives
Jasper, Lately.aiFive alternatives
Copy.ai, FlowHunt, HubSpot Content Hub, TurboAgents, WritesonicTwo alternatives
Averi, Velocity AIMiniMax M2.5no first choiceJasperChangedEnrich Labs, HubSpot Breezeagainst: Copy.aiChatGPTno first choicenothing named
Two alternatives
Copy.ai, HubSpot AITwo alternatives
Jasper, Superscale AIThree alternatives
Brevo, Buffer, CanvaGPT-6 LunaHubSpot's AI agentsActiveCampaign's Active IntelligenceChangedHubSpot Agent Hub, JasperHubSpot Breezeno first choiceagainst: 1010 Digital Works, Air.ai, Cox Media Group, MindSift
Two alternatives
Copy.ai, JasperOne alternative
HubSpot's Content AgentTwo alternatives
Copy.ai, Zapier AgentsOne alternative
BufferMuse Glimmer 30BHubSpot BreezeGoHighLevel AI EmployeeChangedAI Marketer, Kiteagainst: Albert.aiSimplifiedno first choicenothing named
Two alternatives
6sense Revenue AI, Apollo.ioOne alternative
Jasper AgentsThree alternatives
Copy.ai, HubSpot Breeze, JasperSeven alternatives
Adobe Marketo Engage, Buffer, Canva Magic Studio, ChatGPT, HubSpot, Mailchimp, 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 23:39 | yes | 9 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:29 | yes | 3 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:47 | yes | 23 | 27 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-04 23:20 | yes | 20 | 4 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:51 | yes | 23 | 11 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:27 | yes | 5 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:33 | yes | 25 | 30 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:27 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:49 | no | 0 | 22 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:53 | yes | 10 | 13 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:50 | yes | 24 | 24 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:50 | yes | 5 | 34 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:51 | yes | 4 | 14 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:21 | yes | 23 | 26 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:41 | no | 0 | 5 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:21 | yes | 2 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:40 | yes | 15 | 25 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-05 00:35 | yes | 19 | 4 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:08 | yes | 22 | 10 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:40 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:43 | yes | 22 | 51 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:39 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:26 | yes | 14 | 38 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:06 | yes | 25 | 24 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:14 | yes | 24 | 67 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:51 | yes | 10 | 18 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:13 | yes | 2 | 20 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:51 | yes | 23 | 29 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:43 | yes | 18 | 12 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:44 | yes | 5 | 5 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:32 | yes | 15 | 30 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-04 22:40 | yes | 19 | 6 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:43 | yes | 24 | 12 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:15 | yes | 10 | 9 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:27 | yes | 21 | 46 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:42 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:14 | yes | 10 | 25 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:28 | yes | 20 | 26 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:16 | yes | 19 | 23 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:02 | yes | 10 | 27 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:01 | yes | 4 | 27 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:32 | yes | 24 | 43 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:10 | yes | 9 | 9 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:12 | yes | 3 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:42 | yes | 10 | 21 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-04 23:14 | yes | 21 | 4 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:44 | yes | 23 | 8 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:48 | yes | 5 | 11 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:54 | yes | 25 | 28 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:05 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:22 | no | 0 | 24 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:56 | yes | 10 | 12 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:44 | yes | 25 | 31 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:41 | yes | 9 | 19 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:03 | yes | 2 | 7 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:49 | yes | 15 | 19 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:52 | no | 0 | 5 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:09 | no | 0 | 9 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:23 | yes | 7 | 24 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-05 00:14 | yes | 20 | 5 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:11 | yes | 19 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:11 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:43 | yes | 24 | 46 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:54 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:56 | no | 0 | 21 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:47 | yes | 15 | 17 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:43 | yes | 20 | 226 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:33 | no | 0 | 8 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:48 | yes | 2 | 15 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:16 | yes | 15 | 19 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:24 | yes | 18 | 11 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:34 | yes | 7 | 8 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:16 | yes | 20 | 30 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-05 00:31 | yes | 20 | 5 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:05 | yes | 24 | 13 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:22 | yes | 5 | 8 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:44 | yes | 21 | 57 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:23 | yes | 5 | 4 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:47 | yes | 15 | 36 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:16 | yes | 20 | 42 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:34 | yes | 24 | 107 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:44 | yes | 13 | 27 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:26 | yes | 4 | 21 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:45 | yes | 22 | 28 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
Folk read as folk CRM
HubSpot Breeze AI read as HubSpot Breeze
HubSpot Breeze AI (Breeze Intelligence) read as HubSpot Breeze
Klaviyo read as Klaviyo AI
Superscale read as Superscale AI
folk read as folk CRM
Unresolved, counted raw
AI Marketer
ActiveCampaign's Active Intelligence
Adobe Firefly
AiMOS
Ascend Ecom
Blotato
Buffer AI
Canva's Magic Write
Claude AI Agent
DoNotPay
GoldMine AI
Google's Performance Max suggestions
Growf
HubSpot AI agents
HubSpot Marketing Hub with its AI Content/Campaign tools
HubSpot's AI (Breeze Assistant + Marketing Studio)
HubSpot's AI features
HubSpot's Content Agent
Kite
Kite AI
Lately.ai
Lindy's SDR workforce
MEGA AI (gomega.ai)
Mailchimp AI
Mastra
Meta's AI Marketing Recommendations (Facebook/Instagram)
Meta's automated recommendations
MindStudio
Okara AI CMO
Runable
Salesforce Einstein GPT
Simplified.com
Taskade
Timing
Toffu (toffu.ai)
Velocity AI
Zapier AI Agents
Discontinued, still offered
No shut-down product was recommended here.