# Qualaroo: how AI models rank it, September 2026

GTM AI Recommendation Index, September 2026 Edition. Named in 7 judge labels across 1 categories by 5 of 12 models. Page: https://gtm-ai-index.com/vendors/qualaroo/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Customer feedback and surveys | 0% | 39 | 14% | 7 |

## What the models said for it

- "Best for In-App Micro-Surveys ... $10-25/month: SurveySparrow or Qualaroo" (Mistral Small, Feedback)
- "Qualaroo — Best for Product/App Feedback" (Qwen 3.7 Flash, Feedback)

## And against it

- "Tools like Hotjar, Qualaroo, or older slide-in survey widgets ... come with two hidden hazards" (Gemini 3.5 Flash, Feedback)

## Record

- Method: https://gtm-ai-index.com/methodology/
- Raw judge labels and full responses: https://gtm-ai-index.com/data/
- License: CC BY 4.0. Cite as GTM AI Recommendation Index, September 2026 Edition, gtm-ai-index.com.