# Yelp for Business: how AI models rank it, September 2026

GTM AI Recommendation Index, September 2026 Edition. Named in 1 judge labels across 1 categories by 1 of 12 models. Page: https://gtm-ai-index.com/vendors/yelp-for-business/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Review and reputation management | 0% | 89 | 100% | 1 |

## And against it

- "Approach with extreme caution: ... Yelp for Business (extortion history, review manipulation)" (Kimi K2, Reviews)

## The company

Yelp; https://www.yelp.com/; San Francisco, United States; founded 2004; about 4,350 employees (2017); public, YELP on New York Stock Exchange. From Wikidata, fetched 2026-09-14.

## Record

- Method: https://gtm-ai-index.com/methodology/
- Raw judge labels and full responses: https://gtm-ai-index.com/data/
- License: CC BY 4.0. Cite as GTM AI Recommendation Index, September 2026 Edition, gtm-ai-index.com.