# AI marketing agents for enterprise buyers: 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 an enterprise B2B company. Added to the November 2026 Edition. Page: https://www.gane.ai/index/gtm/marketing/ai-marketing-agents/enterprise

**Standing:** Salesforce Agentforce Marketing leads with 43% of first choices; verdict clear leader. 42 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Salesforce Agentforce Marketing](https://www.gane.ai/index/gtm/vendors/salesforce-agentforce-marketing/index.md) | 43% | 19% | 52 |
| 2 | [Jasper](https://www.gane.ai/index/gtm/vendors/jasper/index.md) | 19% | 14% | 37 |
| 3 | [Writer](https://www.gane.ai/index/gtm/vendors/writer/index.md) | 10% | 19% | 16 |
| 6 | [HubSpot Breeze](https://www.gane.ai/index/gtm/vendors/hubspot-breeze/index.md) | 2% | 20% | 25 |
| 14 | HubSpot Agent Hub | 0% | 0% | 11 |
| 16 | [Adobe Marketo Engage](https://www.gane.ai/index/gtm/vendors/adobe-marketo-engage/index.md) | 0% | 15% | 13 |
| 26 | [Copy.ai](https://www.gane.ai/index/gtm/vendors/copy-ai/index.md) | 0% | 30% | 10 |

Rank is by share of first choices among all 140 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: Salesforce Agentforce Marketing; alternatives HubSpot Breeze, Tofu
- GPT-5.4 mini: Adobe Marketo Engage with its native "CX Enterprise Coworker"; alternatives Qualified, Salesforce Agentforce Marketing
- Gemini 3.5 Flash: Salesforce Agentforce Marketing; alternatives 6sense Revenue AI, Adobe GenStudio, Demandbase, HubSpot Breeze
- Perplexity Sonar: Salesforce Agentforce Marketing; alternatives 6sense, Adobe Marketo Engage with Adobe AI, Demandbase, HubSpot Agent Hub
- Grok 4.20: Salesforce Agentforce Marketing; alternatives Adobe Experience Cloud, Breeze, HubSpot Agent Hub, Microsoft Copilot Studio
- Mistral Small: Salesforce Agentforce Marketing, Tofu; alternatives HubSpot Breeze
- DeepSeek V4 Flash: Salesforce Agentforce Marketing; alternatives 6sense, Adobe Marketo Engage
- Llama 4 Maverick: Salesforce Agentforce Marketing; alternatives HubSpot, Jasper, Tofu
- Qwen 3.7 Flash: Salesforce Marketing Cloud; alternatives Adobe Experience Cloud, Factors.ai, Jasper
- Kimi K2: Salesforce Agentforce Marketing; alternatives 6sense, Adobe Agent Orchestrator, Factors.ai, HubSpot Agent Hub
- GLM 4.7 FlashX: Salesforce Agentforce Marketing; alternatives Adobe Marketo Engage, HubSpot Breeze
- MiniMax M2.5: Salesforce Agentforce Marketing; alternatives Adobe Agent Orchestrator, Growth Method, HubSpot AI Agent
- GPT-6 Luna: Demandbase Mojo; alternatives 6sense, Salesforce Marketing Cloud Next
- Muse Glimmer 30B: Salesforce Agentforce Marketing; alternatives 6sense, Adobe Marketo Engage, Demandbase, HubSpot Agent Hub

## Sources the answers cite

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

- gane.ai/index: 29 answers, 36 citations
- g2.com: 24 answers, 30 citations
- salesforce.com: 18 answers, 33 citations
- linkedin.com: 15 answers, 17 citations
- growthmethod.com: 14 answers, 15 citations
- docket.io: 12 answers, 13 citations
- factors.ai: 12 answers, 12 citations
- folk.app: 12 answers, 12 citations

Pages named in the most answers:

- https://gane.ai/index/gtm/marketing/ai-marketing-agents/enterprise (25 answers)
- https://folk.app/articles/best-marketing-ai-agents (12 answers)
- https://growthmethod.com/best-marketing-ai-agent-builders (12 answers)
- https://linkedin.com/pulse/best-ai-agent-platforms-marketing-abhinav-puri-1v9uf (12 answers)
- https://g2.com/categories/ai-marketing-agents (11 answers)
- https://g2.com/categories/ai-marketing-agents/enterprise (11 answers)
- https://cmswire.com/customer-experience/what-happens-when-you-give-marketing-agents-too-much-rope (10 answers)
- https://supermetrics.com/blog/ai-agents-for-marketing (10 answers)
- https://toolradar.com/guides/best-ai-marketing-agents (9 answers)
- https://blueshift.com/blog/best-ai-marketing-agent-platform (8 answers)

## Warned against

- Salesforce Agentforce Marketing: 10 of 52 labels negative. "you should avoid 'usage-based' or 'pay-per-conversation' models (such as Salesforce Agentforce or HubSpot's newer outcome-based pricing)" (Muse Glimmer 30B, negative prompt)
- HubSpot: 5 of 9 labels negative. "such as Salesforce Agentforce or HubSpot's newer outcome-based pricing, should be avoided" (Llama 4 Maverick, negative prompt)
- Jasper: 5 of 37 labels negative. "Basic or standalone generative tools (like early versions of Jasper, ChatSpot/HubSpot AI, or Writer without enterprise customizations) often lack the depth, autonomy, and integration needed" (Mistral Small, negative prompt)
- HubSpot Breeze: 5 of 25 labels negative. "HubSpot Breeze agents should be skipped if you need predictable agent costs, as consumption-based pricing makes budgeting for thousands of users challenging." (Claude Haiku 4.5, budget prompt)

## Movement since October 2026

Floor: 11 points of share, measured on the calibration repeat.
Same leader: Salesforce Agentforce Marketing at 43%.

- Salesforce Agentforce Marketing: 28% to 43%, +15. Cleared the floor by 4 points · rank 1 of 140, unchanged.
- Jasper: 9% to 19%, +10. Inside the floor by 1 point · rank 2 of 140, unchanged.
- Writer: 4% to 10%, +6. Inside the floor by 5 points · rank 5 → 3 of 140.
- Adobe Marketo Engage: 6% to 0%, −6. Inside the floor by 5 points · rank 3 → 16 of 140.
- HubSpot Agent Hub: 4% to 0%, −4. Inside the floor by 7 points · rank 4 → 14 of 140.
- HubSpot Breeze: 0% to 2%, +2. Inside the floor by 9 points · rank 27 → 6 of 140.
- Copy.ai: 2% to 0%, −2. Inside the floor by 9 points · rank 26 of 140, unchanged.

## 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.