# Coffee: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 9 judge labels across 8 categories by 5 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/coffee

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Customer data platforms](https://www.gane.ai/index/gtm/gtm-data/customer-data-platforms/index.md) | 0% | 26 | 0% | 2 |
| [Account-based marketing platforms](https://www.gane.ai/index/gtm/marketing/account-based-marketing-platforms/index.md) | 0% | 33 | 0% | 1 |
| [CRM](https://www.gane.ai/index/gtm/revops/crm/index.md) | 0% | 41 | 0% | 1 |
| [Customer intelligence and data science](https://www.gane.ai/index/gtm/gtm-data/customer-intelligence-and-data-science/index.md) | 0% | 63 | 0% | 1 |
| [Data enrichment](https://www.gane.ai/index/gtm/gtm-data/data-enrichment/index.md) | 0% | 34 | 0% | 1 |
| [Field sales tools](https://www.gane.ai/index/gtm/sales/field-sales-tools/index.md) | 0% | 43 | 0% | 1 |
| [Revenue intelligence and forecasting](https://www.gane.ai/index/gtm/sales/revenue-intelligence-and-forecasting/index.md) | 0% | 47 | 0% | 1 |
| [Sales intelligence and contact data](https://www.gane.ai/index/gtm/sales/sales-intelligence-and-contact-data/index.md) | 0% | 24 | 0% | 1 |

## What the models said for it

- "Unified customer profiles without a full CDP | Coffee.ai or HubSpot Free CRM + GA4" (GLM 4.7 FlashX, Customer intel)
- "Coffee is positioned as an affordable CRM+CDP hybrid for small US businesses" (Grok 4.20, CDP)
- "AI-driven, level-5 autonomous agents, 90-day data refresh, SOC 2 compliance" (GLM 4.7 FlashX, Sales intel)
- "Best for: Mid-sized teams wanting AI data entry automation" (GLM 4.7 FlashX, Field sales)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 5 | 0 | 0 | 5 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Coffee, from 27 of the 27 answers that named it (only the models that return a source list).

### Domains cited

- coffee.ai: 26 (its own site)
- g2.com: 13
- spotsaas.com: 8
- capterra.com: 7
- prospeo.io: 7
- toolradar.com: 6
- albato.com: 5
- costbench.com: 5
- demandbase.com: 5
- etropo.com: 5

### Pages cited

- https://coffee.ai/articles/affordable-cdp-small-businesses-us: 8
- https://spotsaas.com/list/customer-data-platform--cdp-/for-small-business: 7
- https://coffee.ai/articles/abm-platform-pricing-2026: 6
- https://etropo.com/marketing-tool-prices/abm-tools: 5
- https://g2.com/categories/customer-data-platform-cdp/small-business: 5
- https://albato.com/blog/publications/best-customer-data-platform-software: 4
- https://coffee.ai/articles/best-customer-data-platforms-2026: 4
- https://factors.ai/blog/abm-platform-pricing-guide: 4

## In its own words

What Coffee's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: AI CRM Agent that automates data entry, contact enrichment, and pipeline intelligence for sales teams (https://www.coffee.ai/)
- For: sales teams (https://www.coffee.ai/)
- Price stated: Starting at $10/month per user. (https://www.coffee.ai/)
- Starting price: 10 (https://www.coffee.ai/)
- Free plan or trial: 14-day free trial available, no credit card required. (https://www.coffee.ai/)
- Certifications: SOC 2 Type II, GDPR, HIPAA, CASA
- Customers named: ProWest Electric, StoryPath AI, Distyl AI, RevenueBase, Fanstake, AI Growth Agent

## What it publishes

Every page coffee.ai exposes, read 2026-09-29: 3754 addresses. By kind, pages and the last 90 days:

- blog: 2628 pages, 96 in the last 90 days, latest 2026-09-28
- comparison: 923 pages, 59 in the last 90 days, latest 2026-09-25
- template or tool: 12 pages, 0 in the last 90 days, latest 2026-05-11
- glossary or explainer: 14 pages, 0 in the last 90 days, latest 2026-06-01
- podcast or video: 36 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-28 blog: Building a crm data lake a practitioners build guide https://www.coffee.ai/articles/web-story/building-a-crm-data-lake-a-practitioners-build-guide
- Recent: 2026-09-28 blog: Ai and crm how to consolidate your sales stack https://www.coffee.ai/articles/web-story/ai-and-crm-how-to-consolidate-your-sales-stack
- Recent: 2026-09-28 blog: Building data lake from crm https://www.coffee.ai/articles/building-data-lake-from-crm
- Recent: 2026-09-28 blog: Ai sales stack consolidation https://www.coffee.ai/articles/ai-sales-stack-consolidation
- Recent: 2026-09-27 blog: How to improve crm data quality with ai agents without chaos https://www.coffee.ai/articles/web-story/how-to-improve-crm-data-quality-with-ai-agents-without-chaos
- Recent: 2026-09-27 blog: Clari competitors for pipeline management how to choose https://www.coffee.ai/articles/web-story/clari-competitors-for-pipeline-management-how-to-choose

## 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.