# Mopinion: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 1 category by 4 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/mopinion

## 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% | 23 | 0% | 4 |

## What the models said for it

- "Choose Hotjar or Mopinion when feedback must be tied to website or product behavior." (Perplexity Sonar, 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 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| 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 | 1 | 0 | 1 |
| 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 | 1 | 0 | 1 |

## Sources returned with these answers

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

### Domains cited

- softwaretestinghelp.com: 3
- blog.hubspot.com: 2
- customergauge.com: 2
- dupple.com: 2
- helpdesk.com: 2
- rajeshkumar.xyz: 2
- saascrmreview.com: 2
- softwareworld.co: 2
- surveysparrow.com: 2
- typeform.com: 2

### Pages cited

- https://softwaretestinghelp.com/best-customer-feedback-software: 3
- https://blog.hubspot.com/service/customer-feedback-tool: 2
- https://customergauge.com/blog/customer-experience-survey-software: 2
- https://helpdesk.com/learn/customer-feedback-softwares: 2
- https://rajeshkumar.xyz/blog/customer-feedback-tools: 2
- https://saascrmreview.com/best-customer-feedback-tools: 2
- https://softwareworld.co/customer-feedback-software: 2
- https://typeform.com/blog/customer-feedback-tools: 2

## What it publishes

Every page mopinion.com exposes, read 2026-09-29: 2452 addresses. By kind, pages and the last 90 days:

- blog: 647 pages, 23 in the last 90 days, latest 2026-09-17
- case study: 24 pages, 1 in the last 90 days, latest 2026-07-22
- webinar or virtual event: 15 pages, 0 in the last 90 days, latest 2026-05-07
- conference or event: 3 pages, 0 in the last 90 days, latest undated
- report or ebook: 16 pages, 0 in the last 90 days, latest 2019-10-02
- comparison: 13 pages, 2 in the last 90 days, latest 2026-09-21
- template or tool: 20 pages, 16 in the last 90 days, latest 2026-09-21
- glossary or explainer: 9 pages, 0 in the last 90 days, latest 2026-04-07
- podcast or video: 7 pages, 0 in the last 90 days, latest 2021-04-15
- news or press: 1 pages, 0 in the last 90 days, latest 2025-09-23
- Recent: 2026-09-21 comparison: Best european alternatives to qualtrics 2026 guide https://mopinion.com/best-european-alternatives-to-qualtrics-2026-guide/
- Recent: 2026-09-21 template or tool: Ai follow up questions https://mopinion.com/templates/ai-follow-up-questions/
- Recent: 2026-09-17 blog: Introducing the mopinion survey marketplace https://mopinion.com/introducing-the-mopinion-survey-marketplace/
- Recent: 2026-09-14 blog: Ai follow up questions https://mopinion.com/ai-follow-up-questions/
- Recent: 2026-09-11 blog: Cloud act and gdpr https://mopinion.com/cloud-act-and-gdpr/
- Recent: 2026-09-08 blog: Top tools martech stack https://mopinion.com/top-tools-martech-stack/

## 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.