Data as of Aug 16, 2026 · Based on 3,131,739 AI responses across 10,525 prompts · See how Parse measures this
Tone of voice
31% of how AI describes Yelp reads positive.
Words AI uses
AI reaches for useful · recommended · reliable when it describes Yelp.
Sources
m.yelp.com shapes more of what AI says about Yelp than any other source, at 24% of its citations.
yelp.com · youtube.com · wired.com · reddit.com
The market map
Commercial Property Service Vendors →Excerpts where Yelp appeared in the AI's answer
Yelp's filtering and review system can help identify restaurants with strong vegetarian and vegan options
Excerpts where Yelp appeared in the AI's answer
Yelp searches for "affordable veterinarian" can provide user reviews and locations.
Excerpts where Yelp appeared in the AI's answer
Yelp / Angi / Thumbtack: Use these for reading recent reviews on local contractors who specifically mention carpentry, hardscaping, or garden bed setup.
