# QuestionPro CX: 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/questionpro-cx

## 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% | 57 | 0% | 1 |

## What the models said for it

- "Best for Standardized VoC Programs with Guided Support" (Gemini 3.5 Flash, 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 | 1 | 0 | 0 | 1 |
| 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 | 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 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named QuestionPro CX, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- alchemer.com: 1
- cleverx.com: 1
- customergauge.com: 1
- enterpret.com: 1
- getperspective.ai: 1
- heymarvin.com: 1
- nexusexpertresearch.co: 1
- questback.com: 1
- wingify.com: 1
- zendesk.com: 1

### Pages cited

- https://alchemer.com/platform/customer-feedback: 1
- https://cleverx.com/blog/customer-feedback-tools-best-voice-of-customer-platforms-for-cx-teams: 1
- https://customergauge.com/blog/client-feedback-tool: 1
- https://enterpret.com/guides/the-7-best-customer-feedback-analytics-platforms-ranked: 1
- https://getperspective.ai/blog/best-b2b-customer-feedback-tools-2026-10-platforms-ranked: 1
- https://heymarvin.com/resources/customer-feedback-tools: 1
- https://nexusexpertresearch.co/blog/best-customer-survey-tools: 1
- https://questback.com/comparisons/best-customer-feedback-tools: 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.