# Refiner: how AI models rank it, September 2026

GTM AI Recommendation Index, September 2026 Edition. Named in 9 judge labels across 2 categories by 6 of 12 models. Page: https://gtm-ai-index.com/vendors/refiner/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Customer feedback and surveys | 0% | 35 | 0% | 8 |
| In-app messaging and customer communications | 0% | 77 | 0% | 1 |

## What the models said for it

- "Refiner starts around $39/month for lightweight in-app microsurveys" (Gemini 3.5 Flash, Feedback)
- "Built specifically for SaaS in-app feedback" (Kimi K2, Feedback)
- "Refiner (SaaS in-app)" (Claude Haiku 4.5, Feedback)

## The company

Refiner; https://refiner.io; Paris, France; founded 2019. From Wikidata, fetched 2026-09-14.

## 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.