# Sarahah: how AI models rank it, November 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Employee engagement surveys](https://www.gane.ai/index/hr/experience/employee-engagement-surveys/index.md) | 0% | 107 | 100% | 2 |

## And against it

- "explicitly flags an app to avoid: "Remember that community engagement platform I said to avoid? ... a truth-sharing app called Sarahah"" (Muse Glimmer 30B, Employee engagement surv)
- "This app was widely criticized and is best avoided" (Mistral Small, Employee engagement surv)

## 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 | 1 | 1 |
| 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 | 1 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Sarahah, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- businessesgrow.com: 2
- laurenbeechingpr.com: 2
- apaf.org: 1
- arnoldpalmerhospital.com: 1
- artdaily.cc: 1
- blog.goosechase.com: 1
- commission.europa.eu: 1
- gane.ai/index: 1
- granicus.com: 1
- link.springer.com: 1

### Pages cited

- https://businessesgrow.com/2017/08/16/community-engagement-platforms: 2
- https://laurenbeechingpr.com/blog/worst-to-best-the-social-platforms-you-should-be-using-and-my-honest-thoughts: 2
- https://apaf.org/media-events/blogs/social-media-a-complicated-story: 1
- https://arnoldpalmerhospital.com/content-hub/is-social-media-making-you-anxious-or-depressed: 1
- https://artdaily.cc/news/200059/Buy-Instagram-Followers-in-2026--Risks--Alternatives---What-to-Know: 1
- https://blog.goosechase.com/nonprofit-engagement-platform-buying-guide: 1
- https://commission.europa.eu/digital-life/protecting-your-mental-health_en: 1
- https://www.gane.ai/index/gtm/sales/sales-engagement: 1

## Record

- Method: https://www.gane.ai/index/hr/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/hr.