# AppReviewBot: 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/appreviewbot

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Review and reputation management](https://www.gane.ai/index/gtm/marketing/review-and-reputation-management/index.md) | 0% | 42 | 0% | 1 |

## What the models said for it

- "Best for piping app reviews straight into Slack or Teams on a budget, starting at $19/mo" (Claude Haiku 4.5, Reviews)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| 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 | 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 AppReviewBot, from 5 of the 5 answers that named it (only the models that return a source list).

### Domains cited

- albato.com: 4
- smallbiztrends.com: 4
- softwareadvice.com: 4
- capterra.ca: 3
- capterra.com: 3
- merchynt.com: 2
- praising.ai: 2
- vendasta.com: 2
- abacum.ai: 1
- appfollow.io: 1

### Pages cited

- https://albato.com/blog/publications/best-review-management-software: 4
- https://smallbiztrends.com/rating-and-review-software: 4
- https://softwareadvice.com/review-management: 4
- https://capterra.ca/directory/31024/review-management/software: 3
- https://capterra.com/review-management-software/s/free: 2
- https://merchynt.com/post/online-review-management-complete-guide: 2
- https://vendasta.com/blog/birdeye-alternatives-competitors: 2
- https://abacum.ai/blog/business-budgeting-software-buyers-guide: 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.