Real ChatGPT answer · index seedOhy0lZD9oWwcompleteMarketing and advertising · social media marketingcommercial

What is the best way to respond to negative customer reviews on Yelp and Facebook when you have zero budget for PR?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the best way to respond to negative customer reviews on Yelp and Facebook when you have zero budget for PR?
1 real search · 1 real-search pass
Yelp business owner responding to reviews best practices official support Facebook recommendations reviews respond official Meta business helpGoogle ↗
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)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

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 business owner responding to reviews best practices official support Facebook recommendations reviews respond official Meta business help Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Yelp business owner responding to reviews best practices official support Facebook recommendations reviews respond official Meta business help
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1