# Qualaroo: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 5 judge labels across 1 category by 5 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/qualaroo

## 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% | 22 | 0% | 5 |

## What the models said for it

- "highlighted for targeted surveys and a nudge system to gather real-time feedback based on user behavior" (Muse Glimmer 30B, 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 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Qualaroo, from 13 of the 13 answers that named it (only the models that return a source list).

### Domains cited

- frill.co: 4
- smallbiztrends.com: 4
- surveysparrow.com: 4
- capterra.com: 3
- extend.com: 3
- g2.com: 3
- guideflow.com: 3
- softwaretestinghelp.com: 3
- albato.com: 2
- alchemer.com: 2

### Pages cited

- https://frill.co/blog/customer-feedback-tools: 4
- https://extend.com/post/top-customer-satisfaction-survey-software-platforms: 3
- https://softwaretestinghelp.com/best-customer-feedback-software: 3
- https://surveysparrow.com/blog/top-customer-feedback-tools: 3
- https://albato.com/blog/publications/best-survey-tools-crm-support-stack: 2
- https://g2.com/categories/consumer-insights-platforms/small-business: 2
- https://helpdesk.com/learn/customer-feedback-softwares: 2
- https://heymarvin.com/resources/customer-feedback-tools: 2

## In its own words

What Qualaroo's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: AI Customer & User Feedback Software That Captures 10x More Than Email Surveys, Delightfully (https://qualaroo.com/)
- For: customer & user feedback software for Email & In App Surveys (https://qualaroo.com/)
- Price stated: Free; Essentials $19.99; Business $49.99; Enterprise $149.99 (https://qualaroo.com/)
- Starting price: 0 (https://qualaroo.com/)
- Free plan or trial: Free (https://qualaroo.com/)
- Certifications: GDPR
- Customers named: Belron, Twilio, Udemy, Hootsuite, Gumtree, Art.com, Lalamove, Vattenfall

## What it publishes

Every page qualaroo.com exposes, read 2026-09-29: 386 addresses. By kind, pages and the last 90 days:

- blog: 160 pages, 13 in the last 90 days, latest 2026-09-01
- case study: 19 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 2 pages, 0 in the last 90 days, latest 2018-09-06
- comparison: 15 pages, 9 in the last 90 days, latest 2026-09-24
- template or tool: 45 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-24 comparison: Glassbox alternatives https://qualaroo.com/blog/glassbox-alternatives/
- Recent: 2026-09-23 comparison: Surveykiwi alternatives https://qualaroo.com/blog/surveykiwi-alternatives/
- Recent: 2026-09-23 comparison: Surveysensum alternatives https://qualaroo.com/blog/surveysensum-alternatives/
- Recent: 2026-09-21 comparison: Microsoft clarity alternatives https://qualaroo.com/blog/microsoft-clarity-alternatives/
- Recent: 2026-09-18 comparison: Customergauge alternatives https://qualaroo.com/blog/customergauge-alternatives/
- Recent: 2026-09-18 comparison: Nicereply alternatives https://qualaroo.com/blog/nicereply-alternatives/

## 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.