# HeyMarvin: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 2 categories by 1 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/heymarvin

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Audience and consumer insights platforms](https://www.gane.ai/index/gtm/marketing/audience-and-consumer-insights/index.md) | 0% | 92 | 0% | 1 |
| [Customer feedback and surveys](https://www.gane.ai/index/gtm/customer/customer-feedback-and-surveys/index.md) | 0% | 80 | 0% | 1 |

## What the models said for it

- "HeyMarvin for research management" (Grok 4.20, Audience insights)

## 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 | 1 | 0 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| 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 HeyMarvin, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- heymarvin.com: 3 (its own site)
- g2.com: 2
- kapiche.com: 2
- abc.net.au: 1
- audiense.com: 1
- blog.hubspot.com: 1
- consumer.ftc.gov: 1
- corporate.trustpilot.com: 1
- customergauge.com: 1
- explodingtopics.com: 1

### Pages cited

- https://heymarvin.com/resources/customer-feedback-tools: 2
- https://kapiche.com/blog/best-customer-feedback-tools: 2
- https://abc.net.au/news/2026-10-30/adelaide-restaurant-negative-review-extortion-scam-google/107319834: 1
- https://audiense.com/resources/blog/ultimate-guide-selecting-best-audience-intelligence-platform-agency: 1
- https://blog.hubspot.com/service/customer-feedback-tool: 1
- https://consumer.ftc.gov/consumer-alerts/2025/12/ftc-warns-businesses-about-fake-reviews: 1
- https://corporate.trustpilot.com/legal/for-businesses/guidelines-for-businesses/jun-2026: 1
- https://customergauge.com/blog/customer-experience-survey-software: 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.