# AI marketing agents: what AI models recommend, October 2026

GTM AI Recommendation Index, October 2026 Edition. Asked as "AI marketing agent" and as "AI agent that creates marketing content and campaigns", six framings each, to fourteen models with search on, on behalf of a mid-market B2B company. 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. Page: https://gtm-ai-index.com/marketing/ai-marketing-agents/

**Standing:** HubSpot Breeze leads with 24% of first choices; verdict contested. 51 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | HubSpot Breeze | 24% | 0% | 23 |
| 2 | Jasper | 4% | 12% | 26 |
| 3 | ChatGPT | 4% | 20% | 10 |
| 4 | Copy.ai | 2% | 10% | 20 |
| 5 | Clay | 2% | 0% | 10 |
| 6 | Albert.ai | 0% | 40% | 10 |

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: Enrich Labs; alternatives GEOforge, HubSpot Breeze, Tofu, Warmly
- GPT-5.4 mini: HubSpot; alternatives Conversion, Salesforce
- Gemini 3.5 Flash: Clay; alternatives Copy.ai, HubSpot Breeze, Mutiny, Profound
- Perplexity Sonar: HubSpot Breeze; alternatives Factors.ai, Superscale AI
- Grok 4.1 Fast: HubSpot Breeze; alternatives 6sense, ActiveCampaign AI, Clay, Demandbase
- Mistral Small: HubSpot with Breeze AI; alternatives Clay, Factors.ai
- DeepSeek V4 Flash: HubSpot Breeze; alternatives 6sense, Demandbase, Superscale AI, Warmly
- Llama 4 Maverick: HubSpot Breeze; alternatives Clay, Customer.io, Factors.ai
- Qwen 3.7 Flash: Jasper, MinionAI; alternatives AdLibrium, Clay, HubSpot AI, Intercom
- Kimi K2: HubSpot Breeze; alternatives 6sense, Drift, Qualified
- GLM 4.7 FlashX: HubSpot Breeze; alternatives ActiveCampaign, Albert.ai, Clay, Factors.ai
- MiniMax M2.5: HubSpot with Breeze AI; alternatives Clay, Factors.ai
- GPT-6 Luna: HubSpot Breeze; alternatives 6sense, Jasper
- Muse Glimmer 30B: HubSpot Agent Hub, HubSpot Breeze; alternatives ActiveCampaign, Claygent, Copy.ai, Demandbase

## Sources the answers cite

78 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- factors.ai: 24 answers, 27 citations
- folk.app: 24 answers, 26 citations
- improvado.io: 16 answers, 19 citations
- supermetrics.com: 16 answers, 16 citations
- enrichlabs.ai: 15 answers, 15 citations
- fueler.io: 14 answers, 16 citations
- blog.hubspot.com: 14 answers, 15 citations
- hubspot.com: 13 answers, 24 citations

Pages named in the most answers:

- https://folk.app/articles/best-marketing-ai-agents (24 answers)
- https://supermetrics.com/blog/ai-agents-for-marketing (16 answers)
- https://factors.ai/blog/b2b-ai-marketing-automation-buyer-guide (15 answers)
- https://enrichlabs.ai/ai-marketing-agent (14 answers)
- https://simplified.com/blog/automation/best-ai-marketing-agents (12 answers)
- https://1mind.com/blog-articles/ai-marketing-automation-platforms-2026-buyers-guide (10 answers)
- https://blueshift.com/blog/best-ai-marketing-agent-platform (10 answers)
- https://startupstash.com/top-ai-marketing-agents (10 answers)
- https://braze.com/resources/articles/ai-marketing-agents (9 answers)
- https://improvado.io/blog/ai-marketing-agent (9 answers)

## Warned against

- Albert.ai: 4 of 10 labels 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)
- Jasper: 3 of 26 labels negative. "Jasper at $59–69/month if you're strictly budget-conscious (Rytr offers similar for less)" (DeepSeek V4 Flash, budget prompt)
- Air.ai: 2 of 2 labels 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)
- ChatGPT: 2 of 10 labels negative. "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)

## Record

- Method: https://gtm-ai-index.com/methodology/
- Raw judge labels and full responses: https://gtm-ai-index.com/data/
- License: CC BY 4.0. Cite as GTM AI Recommendation Index, October 2026 Edition, gtm-ai-index.com.