Is it safer to book my summer hotel stay through a third party discount site or should I always stick to the official hotel brand website?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it safer to book my summer hotel stay through a third party discount site or should I always stick to the official hotel brand website?
2 real searches · 1 real-search pass
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 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
official hotel website vs third party booking site risks refunds cancellations consumer advice 2026 Google ↗
hotel booking directly vs online travel agency consumer protections cancellation changes hotel reservations FTC Google ↗
- Official website · expedia.com
- Official website · booking.com
- Official website · hotels.com
- Official website · priceline.com
- How to avoid travel website scams · consumer.ftc.gov
- BBB Tip: Booking a hotel room wisely · bbb.org
- BBB Scam Alert: How to avoid scams when booking a hotel online · bbb.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
official hotel website vs third party booking site risks refunds cancellations consumer advice 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
hotel booking directly vs online travel agency consumer protections cancellation changes hotel reservations FTC OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |