# Unwrap: 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/gtm/vendors/unwrap

## 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% | 38 | 0% | 2 |

## What the models said for it

- "Survicate, Chattermill, Unwrap, AskNicely" (Kimi K2, 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 | 0 | 0 | 0 | 0 |
| 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 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| 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 Unwrap, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- unwrap.ai: 3 (its own site)
- getapp.com: 2
- zonkafeedback.com: 2
- customergauge.com: 1
- cxtoday.com: 1
- enterpret.com: 1
- featureupvote.com: 1
- formgrid.com: 1
- guideflow.com: 1
- hellocustomer.com: 1

### Pages cited

- https://getapp.com/customer-management-software/customer-satisfaction/org/mid-size-business: 2
- https://unwrap.ai/guides/best-customer-feedback-software-mid-size-cx-teams: 2
- https://customergauge.com/blog/customer-experience-survey-software: 1
- https://cxtoday.com/gartner-magic-quadrant-for-voice-of-the-customer-voc-platforms-2024: 1
- https://cxtoday.com/the-forrester-wave-for-customer-feedback-management-2024-top-takeaways: 1
- https://enterpret.com/guides/the-6-best-customer-feedback-platforms-for-security-and-compliance-2026: 1
- https://enterpret.com/guides/the-best-platforms-for-customer-voice-analytics-in-2026: 1
- https://featureupvote.com/blog/customer-feedback-tools: 1

## What it publishes

Every page unwrap.ai exposes, read 2026-09-29: 420 addresses. By kind, pages and the last 90 days:

- blog: 129 pages, 0 in the last 90 days, latest 2026-05-26
- case study: 17 pages, 0 in the last 90 days, latest 2025-12-03
- webinar or virtual event: 2 pages, 0 in the last 90 days, latest undated
- report or ebook: 101 pages, 0 in the last 90 days, latest undated
- comparison: 10 pages, 1 in the last 90 days, latest 2026-07-10
- glossary or explainer: 1 pages, 0 in the last 90 days, latest undated
- Recent: 2026-07-10 comparison: Best enterpret alternatives 2026 https://www.unwrap.ai/post/best-enterpret-alternatives-2026
- Recent: 2026-05-26 blog: Best voice of customer tools education edtech 2026 https://www.unwrap.ai/post/best-voice-of-customer-tools-education-edtech-2026
- Recent: 2026-05-26 blog: Best voice of customer tools travel hospitality 2026 https://www.unwrap.ai/post/best-voice-of-customer-tools-travel-hospitality-2026
- Recent: 2026-05-26 comparison: 10 Medallia Alternatives Worth Considering in 2026 https://www.unwrap.ai/post/medallia-alternatives
- Recent: 2026-05-22 blog: Best Product Feedback Tools for 2026 https://www.unwrap.ai/post/best-product-feedback-tools-for-2026
- Recent: 2026-05-19 blog: Call Center Text Analytics: How It Works and What It Changes https://www.unwrap.ai/post/call-center-text-analytics

## 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.