Real ChatGPT answer · index seedpyCzE2Ck8aocompleteTravel and hospitality · budget travelcommercial

What are the risks of using obscure third-party sites to find last-minute hotel deals on a road trip?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What are the risks of using obscure third-party sites to find last-minute hotel deals on a road trip?
1 real search · 1 real-search pass
consumer protection risks third party hotel booking websites fake reservations hidden fees cancellation hotel booking advice FTCGoogle ↗
OBSERVED

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.

Classifying 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
consumer protection risks third party hotel booking websites fake reservations hidden fees cancellation hotel booking advice FTC Google ↗
  1. How to avoid travel website scams · consumer.ftc.gov
  2. Avoid Scams When You Travel · consumer.ftc.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
consumer protection risks third party hotel booking websites fake reservations hidden fees cancellation hotel booking advice FTC
OBSERVED
Google ↗
AI Mode ↗
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