What is the quickest way to respond to a negative local review on Yelp and Google for my Brooklyn salon that just dropped in today?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the quickest way to respond to a negative local review on Yelp and Google for my Brooklyn salon that just dropped in today?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Google Business Profile respond to reviews official help guidelines 2026 Google ↗
Yelp for Business responding to reviews official guidelines Google ↗
- Tips to get more reviews · support.google.com
- How do we moderate content at Yelp? | Support Center · yelp-support.com
- How do I report a business owner comment? | Support Center · yelp-sales.my.site.com
- How do I report a review? | Support Center · yelp-support.com
- Will Yelp remove a false or defamatory review? | Support Center · yelp-sales.my.site.com
Queries
2 queries · click a column to sort