# CloudResearch: 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/cloudresearch

## 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% | 32 | 0% | 1 |

## What the models said for it

- "research suggests looking at Prolific or CloudResearch" (GLM 4.7 FlashX, 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 | 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 | 1 | 0 | 0 | 0 | 1 |
| 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 CloudResearch, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- airfocus.com: 1
- arxiv.org: 1
- bbb.org: 1
- canny.io: 1
- dollarsprout.com: 1
- es.surveymonkey.com: 1
- featureupvote.com: 1
- fifty5blue.com: 1
- g2.com: 1
- gov.uk: 1

### Pages cited

- https://airfocus.com/blog/best-customer-feedback-management-software: 1
- https://arxiv.org/html/2607.00403v1: 1
- https://arxiv.org/pdf/2607.00403v1: 1
- https://bbb.org/us/ca/glendale/profile/market-survey/survey-junkie-1216-702574/complaints: 1
- https://bbb.org/us/ca/glendale/profile/market-survey/survey-junkie-1216-702574/customer-reviews: 1
- https://canny.io/blog/customer-feedback-types: 1
- https://dollarsprout.com/survey-junkie-review: 1
- https://es.surveymonkey.com/learn/market-research/how-to-use-surveys-for-reputation-management: 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.