# Chattermill: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 11 judge labels across 3 categories by 8 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/chattermill

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Customer intelligence and data science](https://www.gane.ai/index/gtm/gtm-data/customer-intelligence-and-data-science/index.md) | 0% | 96 | 40% | 5 |
| [Audience and consumer insights platforms](https://www.gane.ai/index/gtm/marketing/audience-and-consumer-insights/index.md) | 0% | 51 | 0% | 4 |
| [Customer feedback and surveys](https://www.gane.ai/index/gtm/customer/customer-feedback-and-surveys/index.md) | 0% | 99 | 50% | 2 |

## What the models said for it

- "Chattermill is the strongest option for enterprise teams that need to unify support tickets, surveys, and reviews" (Claude Haiku 4.5, Customer intel)
- "Chattermill, Brandwatch | Excellent for mining social media, reviews, and support tickets" (Qwen 3.7 Flash, Customer intel)
- "Survicate, Chattermill, Unwrap, AskNicely" (Kimi K2, Feedback)

## And against it

- "Be wary of tools with consistent negative feedback on usability, setup complexity, and support quality" (GLM 4.7 FlashX, Customer intel)
- "be aware they carry the same complaints: complex setups, expensive licensing" (DeepSeek V4 Flash, Feedback)
- "powerful but likely overkill for a budget-constrained company" (DeepSeek V4 Flash, Customer intel)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 2 | 2 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 1 | 1 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 2 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Chattermill, from 25 of the 25 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 11
- hellocustomer.com: 8
- chattermill.com: 7 (its own site)
- enterpret.com: 6
- thecxlead.com: 6
- guideflow.com: 5
- learn.g2.com: 5
- waitwellsoftware.com: 5
- fitsmallbusiness.com: 4
- marketintelligencetools.com: 4

### Pages cited

- https://waitwellsoftware.com/resources/articles/best-customer-analytics-software: 5
- https://fitsmallbusiness.com/customer-intelligence-platform: 4
- https://hellocustomer.com/en/blog/10-best-consumer-insights-platforms: 4
- https://marketintelligencetools.com/rankings/customer-feedback-management-platforms: 4
- https://uxcam.com/blog/customer-analytics-tools-software: 4
- https://amplifai.com/blog/customer-insights-software: 3
- https://chattermill.com/blog/best-customer-insights-software: 3
- https://chattermill.com/blog/best-customer-intelligence-tools: 3

## In its own words

What Chattermill's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: AI-native voice of customer & feedback analysis software; AI-native customer feedback analysis & voice of customer platform (https://chattermill.com/)
- For: CX-focused teams; Customer Experience and Voice of Customer teams; Product and UX teams; Support and Operations teams; enterprises (https://chattermill.com/)
- Price stated: Book a demo for pricing details (https://chattermill.com/)
- Starting price: 0 (https://chattermill.com/)
- Free plan or trial: It's available to all Chattermill customers. (https://chattermill.com/platform/mcp)
- Integrations claimed: 65 (https://chattermill.com/)
- Certifications: SOC 2 Type II, GDPR, CCPA, ISO 27001
- Customers named: Uber, HelloFresh, Footasylum, E.ON Next, Qonto, Mindful Chef, Limehome, BlaBlaCar

## What it publishes

Every page chattermill.com exposes, read 2026-09-29: 823 addresses. By kind, pages and the last 90 days:

- blog: 423 pages, 38 in the last 90 days, latest 2026-09-28
- case study: 21 pages, 16 in the last 90 days, latest 2026-07-28
- conference or event: 7 pages, 0 in the last 90 days, latest 2026-03-08
- report or ebook: 7 pages, 0 in the last 90 days, latest 2023-03-20
- comparison: 75 pages, 34 in the last 90 days, latest 2026-09-28
- template or tool: 1 pages, 0 in the last 90 days, latest 2020-11-30
- glossary or explainer: 25 pages, 3 in the last 90 days, latest 2026-09-22
- podcast or video: 12 pages, 1 in the last 90 days, latest 2026-07-03
- Recent: 2026-09-28 comparison: Enterpret vs medallia https://chattermill.com/blog/enterpret-vs-medallia
- Recent: 2026-09-28 comparison: Enterpret vs qualtrics https://chattermill.com/blog/enterpret-vs-qualtrics
- Recent: 2026-09-28 comparison: Sentisum vs caplena https://chattermill.com/blog/sentisum-vs-caplena
- Recent: 2026-09-28 blog: Medallia pricing https://chattermill.com/blog/medallia-pricing
- Recent: 2026-09-28 blog: Productboard pricing https://chattermill.com/blog/productboard-pricing
- Recent: 2026-09-28 blog: Sprinklr pricing https://chattermill.com/blog/sprinklr-pricing

## 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.