Real ChatGPT answer · index seed1C6RzTMOmv4completeTravel and hospitality · travel rewards and pointscommercial
What are the hidden catches of booking flights and hotels through online travel portals instead of directly with the airlines and hotel chains?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the hidden catches of booking flights and hotels through online travel portals instead of directly with the airlines and hotel chains?
3 real searches · 1 real-search pass
consumer advice booking flights through online travel agency changes cancellations airline third party booking DOTGoogle ↗
OBSERVEDConsequence
hotel loyalty program third party bookings eligible rates Marriott Hilton Hyatt official termsGoogle ↗
OBSERVEDDefinition
Booking.com Expedia third party hotel cancellation modification customer service termsGoogle ↗
OBSERVEDConsequence
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 (3)
Classes come from the query-classifier (a local Laya model). 1 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
consumer advice booking flights through online travel agency changes cancellations airline third party booking DOT Google ↗
hotel loyalty program third party bookings eligible rates Marriott Hilton Hyatt official terms Google ↗
Booking.com Expedia third party hotel cancellation modification customer service terms Google ↗
- Refunds · transportation.gov
- A guide to booking direct versus third-party travel bookings · thepointsguy.com
- Loyalty Program Terms and Conditions · marriott.com
- Booking a Hilton property through a third-party website · hilton.com
- World of Hyatt Member Benefits | Hotel Loyalty Program · world.hyatt.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
consumer advice booking flights through online travel agency changes cancellations airline third party booking DOT OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
hotel loyalty program third party bookings eligible rates Marriott Hilton Hyatt official terms OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 | |
Booking.com Expedia third party hotel cancellation modification customer service terms OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |