I found a much lower price for a San Francisco hotel on a discount booking site compared to the hotel direct rate. Is it safe to book or are there catch traps?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I found a much lower price for a San Francisco hotel on a discount booking site compared to the hotel direct rate. Is it safe to book or are there catch traps?
1 real search · 1 real-search pass
discount hotel booking third party risks hidden fees cancellation hotel reservation consumer advice 2026Google ↗
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
discount hotel booking third party risks hidden fees cancellation hotel reservation consumer advice 2026 Google ↗
- Hotel room booking companies sued by San Francisco for offering 'no value' to consumers · sfchronicle.com
- How to avoid travel website scams · consumer.ftc.gov
- Avoid Scams When You Travel · consumer.ftc.gov
- Travel Tips · michigan.gov
- BBB Tip: Booking a hotel room wisely · bbb.org