Real ChatGPT answer · index seedP32xsH39U6McompleteMarketing and advertising · social media marketinglocal

What is the best way to handle negative customer reviews on my Yelp and Google pages when I am completely new to online reputation management?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the best way to handle negative customer reviews on my Yelp and Google pages when I am completely new to online reputation management?
2 real searches · 1 real-search pass
Google Business Profile official help respond to reviews report inappropriate reviews policyGoogle ↗
OBSERVEDReason
Yelp official business owner respond to reviews report review guidelinesGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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 official help respond to reviews report inappropriate reviews policy Google ↗
Yelp official business owner respond to reviews report review guidelines Google ↗
  1. Tips to get more reviews · support.google.com
  2. How do we moderate content at Yelp? | Support Center · yelp-support.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Business Profile official help respond to reviews report inappropriate reviews policy
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Yelp official business owner respond to reviews report review guidelines
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1