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

Gane, the publisher, sells software in this category. Every product here is measured by the same method as in every other category.

Gane Index, November 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 November 2026 Edition. Page: https://www.gane.ai/index/gtm/marketing/ai-marketing-agents/2026-11

**Standing:** HubSpot Breeze leads with 35% of first choices; verdict contested. 49 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [HubSpot Breeze](https://www.gane.ai/index/gtm/vendors/hubspot-breeze/index.md) | 35% | 2% | 43 |
| 6 | [Jasper](https://www.gane.ai/index/gtm/vendors/jasper/index.md) | 6% | 12% | 42 |
| 20 | [Copy.ai](https://www.gane.ai/index/gtm/vendors/copy-ai/index.md) | 0% | 5% | 20 |
| 21 | [Salesforce Agentforce Marketing](https://www.gane.ai/index/gtm/vendors/salesforce-agentforce-marketing/index.md) | 0% | 21% | 24 |
| 22 | [Relevance AI](https://www.gane.ai/index/gtm/vendors/relevance-ai/index.md) | 0% | 8% | 13 |

Rank is by share of first choices among all 160 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

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

- Claude Haiku 4.5: HubSpot Breeze; alternatives Copy.ai, Improvado AI Agent, Jasper, Matrix Marketing Group
- GPT-5.4 mini: HubSpot; alternatives 6sense, Adobe Experience Cloud, Adobe Marketo Engage, Qualified
- Gemini 3.5 Flash: HubSpot Breeze; alternatives 6sense AI Agents, Clay, Demandbase, Salesforce Agentforce Marketing
- Perplexity Sonar: HubSpot Breeze; alternatives Clay, Factors.ai, Make AI Agents, Salesforce Agentforce Marketing
- Grok 4.20: HubSpot's Breeze AI; alternatives Profound, Salesforce Agentforce Marketing, Salesforce Marketing Cloud, Strivelabs / Dojo AI
- Mistral Small: HubSpot Breeze; alternatives Relevance AI, folk CRM
- DeepSeek V4 Flash: HubSpot Breeze; alternatives 6sense, Clay, Jasper, Profound
- Llama 4 Maverick: HubSpot Breeze; alternatives 6sense, Clay, Jasper
- Qwen 3.7 Flash: HubSpot Breeze; alternatives 6sense, Clay, Growth Method, Jasper
- Kimi K2: HubSpot Breeze; alternatives Salesforce Agentforce Marketing
- GLM 4.7 FlashX: HubSpot Marketing Hub; alternatives ActiveCampaign AI, Salesforce Marketing Cloud Account Engagement
- MiniMax M2.5: HubSpot Breeze; alternatives Copy.ai, Jasper, Relevance AI, Salesforce Agentforce Marketing
- GPT-6 Luna: HubSpot Breeze; alternatives 6sense, Jasper
- Muse Glimmer 30B: HubSpot Marketing Hub; alternatives Adobe Marketo Engage, folk CRM

## Sources the answers cite

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

- gane.ai/index: 24 answers, 32 citations
- folk.app: 15 answers, 15 citations
- kite.ai: 14 answers, 21 citations
- supermetrics.com: 11 answers, 11 citations
- blog.hubspot.com: 10 answers, 11 citations
- nicklafferty.com: 10 answers, 10 citations
- resources.rework.com: 10 answers, 10 citations
- g2.com: 9 answers, 14 citations

Pages named in the most answers:

- https://folk.app/articles/best-marketing-ai-agents (15 answers)
- https://gane.ai/index/gtm/marketing/ai-marketing-agents (14 answers)
- https://supermetrics.com/blog/ai-agents-for-marketing (11 answers)
- https://nicklafferty.com/blog/best-ai-marketing-agents (10 answers)
- https://startupstash.com/top-ai-marketing-agents (9 answers)
- https://superscale.ai/compare/the-best-ai-marketing-agents (9 answers)
- https://wix.com/blog/best-ai-agents-for-marketing (8 answers)
- https://blog.hubspot.com/marketing/ai-marketing-tools (7 answers)
- https://kite.ai/blog/best-ai-marketing-agents (7 answers)
- https://thecmo.com/tools/best-ai-marketing-agent (7 answers)

## Warned against

- Salesforce Agentforce Marketing: 5 of 24 labels negative. "The search results provide several AI marketing agents that should be avoided or used with caution. Some of the agents mentioned include Salesforce Agentforce, Jasper, and HubSpot Marketing Hub." (Llama 4 Maverick, negative prompt)
- Jasper: 5 of 42 labels negative. "should be avoided or used with caution. Some of the agents mentioned include Salesforce Agentforce, Jasper, and HubSpot Marketing Hub." (Llama 4 Maverick, negative prompt)
- HubSpot: 2 of 5 labels negative. "Examples: Salesforce Agentforce, HubSpot’s outcome-based pricing - Why avoid: These models can lead to unpredictable costs" (Mistral Small, negative prompt)
- 1010 Digital Works LLC: 1 of 1 labels negative. "MindSift LLC and 1010 Digital Works LLC deceived customers by claiming they used a special algorithm to listen in on and detect pertinent conversations" (Muse Glimmer 30B, negative prompt)

## Movement since October 2026

Floor: 11 points of share, measured on the calibration repeat.
Same leader: HubSpot Breeze at 35%.

- HubSpot Breeze: 31% to 35%, +4. Inside the floor by 7 points · rank 1 of 160, unchanged.
- ChatGPT: 4% to 8%, +4. Inside the floor by 7 points · rank 7 → 2 of 160.
- Jasper: 4% to 6%, +2. Inside the floor by 9 points · rank 5 → 6 of 160.
- Copy.ai: 2% to 0%, −2. Inside the floor by 9 points · rank 9 → 20 of 160.
- Clay: 2% to 0%, −2. Inside the floor by 9 points · rank 10 → 24 of 160.
- Salesforce Agentforce Marketing: 0% to 0%, ±0. Inside the floor by 11 points · rank 25 → 21 of 160.
- Relevance AI: 0% to 0%, ±0. Inside the floor by 11 points · rank 37 → 22 of 160.
- Albert.ai: 0% to 0%, ±0. Inside the floor by 11 points · rank 43 → 29 of 160.

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.