# FeedbackRobot: 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/feedbackrobot

## 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% | 47 | 0% | 1 |

## What the models said for it

- "For growing SMBs with 3-20 locations, BrightLocal or FeedbackRobot are recommended" (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 FeedbackRobot, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- almcorp.com: 1
- feedbackrobot.com: 1 (its own site)
- learn.g2.com: 1
- momos.com: 1
- netreputation.com: 1
- praising.ai: 1
- usa.inquirer.net: 1
- wiserreview.com: 1
- zonkafeedback.com: 1

### Pages cited

- https://almcorp.com/blog/top-reputation-management-tools: 1
- https://feedbackrobot.com/articles/best-reputation-management-software: 1
- https://learn.g2.com/best-online-reputation-management-tools: 1
- https://momos.com/blog/best-ai-for-reputation-management: 1
- https://momos.com/blog/best-reputation-management-software: 1
- https://netreputation.com/top-reputation-management-companies: 1
- https://praising.ai/best-reputation-management-software-2026: 1
- https://usa.inquirer.net/191823/best-reputation-management-software: 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.