Real ChatGPT answer · index seedq7c5121UiAEcompleteMarketing and advertising · local marketingcommercial

How should a local boutique hotel respond to a fake negative review left by a competitor on TripAdvisor

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

The searches the AI actually ran for this prompt.

SEED QUERY
How should a local boutique hotel respond to a fake negative review left by a competitor on TripAdvisor
1 real search · 1 real-search pass
Tripadvisor official review reporting suspicious fake review business owner management center review guidelines conflict of interest competitor review policyGoogle ↗
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
Tripadvisor official review reporting suspicious fake review business owner management center review guidelines conflict of interest competitor review policy Google ↗
  1. Trust & Safety Review Posting Guidelines · tripadvisor.com
  2. FAQ for Business Owners · tripadvisor.com
  3. 2025 Tripadvisor Review Transparency Report · tripadvisor.shorthandstories.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Tripadvisor official review reporting suspicious fake review business owner management center review guidelines conflict of interest competitor review policy
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1