# User Interviews: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/user-interviews

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Customer feedback and surveys](https://www.gane.ai/index/gtm/customer/customer-feedback-and-surveys/index.md) | 0% | 121 | 100% | 1 |

## And against it

- "Payment delays and missing incentives reported; long screeners" (DeepSeek V4 Flash, Feedback)

## 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 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named User Interviews, from 5 of the 5 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 5
- meaningful.app: 4
- guideflow.com: 3
- britopian.com: 2
- hellocustomer.com: 2
- remesh.ai: 2
- bbb.org: 1
- behaviolabs.com: 1
- ca.trustpilot.com: 1
- capterra.com: 1

### Pages cited

- https://meaningful.app/blog/best-consumer-insight-platforms-small-teams-2026: 4
- https://g2.com/categories/consumer-insights-platforms/small-business: 3
- https://britopian.com/wp-content/uploads/2025/04/Top-10-Audience-Intelligence-Platforms.pdf: 2
- https://guideflow.com/blog/consumer-insights-platforms: 2
- https://hellocustomer.com/en/blog/10-best-consumer-insights-platforms: 2
- https://remesh.ai/resources/best-consumer-insights-software: 2
- https://bbb.org/us/ca/san-mateo/profile/market-survey/surveymonkey-1116-876628/complaints: 1
- https://bbb.org/us/ca/san-mateo/profile/market-survey/surveymonkey-1116-876628/customer-reviews: 1

## 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.