# SurveySparrow: how AI models rank it, September 2026

GTM AI Recommendation Index, September 2026 Edition. Named in 32 judge labels across 1 categories by 11 of 12 models. Page: https://gtm-ai-index.com/vendors/surveysparrow/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Customer feedback and surveys | 5% | 5 | 6% | 32 |

## What the models said for it

- "SurveySparrow generally offers the strongest combination of affordable pricing, CX-specific features, and scalability." (Qwen 3.7 Flash, Feedback)
- "The best customer feedback and survey platform for a mid-market B2B company is SurveySparrow, Survicate, or QuestionPro" (Llama 4 Maverick, Feedback)
- "If you can spend ~$20/month: SurveySparrow is the best value" (DeepSeek V4 Flash, Feedback)
- "SurveySparrow suits small teams running recurring feedback programs like quarterly NPS or employee pulse surveys." (Claude Haiku 4.5, Feedback)

## And against it

- "it feels more like a broader survey platform than a dedicated CX operating system" (GPT-5.4 mini, Feedback)
- "complaints about pricing at higher tiers" (Qwen 3.7 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.