Does Yelp actually have trustworthy reviews for local piano moving specialists in Seattle, or are most of them fake?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Does Yelp actually have trustworthy reviews for local piano moving specialists in Seattle, or are most of them fake?
1 real search · 1 real-search pass
Yelp review filter how recommendations work fake reviews consumer guidance piano movers Seattle reviewsGoogle ↗
OBSERVEDReason
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
Yelp review filter how recommendations work fake reviews consumer guidance piano movers Seattle reviews Google ↗
- Does Yelp recommend every review? | Support Center · yelp-support.com
- Why would a review not be recommended? | Support Center · yelp-sales.my.site.com
- How We Approach Reviews at Yelp | Support Center · yelp-support.com
- Yelp Data Quality Guidelines · docs.developer.yelp.com