Real ChatGPT answer · index seed4NemArDXtOscompleteTravel and hospitality · flights and airlinescommercial
Which booking sites currently offer the best protection when buying nonrefundable tickets for a family vacation?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which booking sites currently offer the best protection when buying nonrefundable tickets for a family vacation?
2 real searches · 1 real-search pass
2026 best travel booking sites cancellation protection nonrefundable flights family vacation Expedia Priceline Booking.com Costco Travel policy changesGoogle ↗
OBSERVEDConsequence
official travel protection plans cancel for any reason coverage Expedia Booking.com Priceline airlines 2026 nonrefundable ticketsGoogle ↗
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
2026 best travel booking sites cancellation protection nonrefundable flights family vacation Expedia Priceline Booking.com Costco Travel policy changes Google ↗
official travel protection plans cancel for any reason coverage Expedia Booking.com Priceline airlines 2026 nonrefundable tickets Google ↗
- Vacation Waiver Terms · expedia.com
- Terms of Service · expedia.com
- Trip Cancel Guard® Trip Cancellation Benefit · americanexpress.com
- Terms and Conditions · costcotravel.com
- Booking.com: Terms and Conditions. · booking.com
- Cancel for Any Reason (CFAR) Trip Insurance · progressive.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 best travel booking sites cancellation protection nonrefundable flights family vacation Expedia Priceline Booking.com Costco Travel policy changes OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
official travel protection plans cancel for any reason coverage Expedia Booking.com Priceline airlines 2026 nonrefundable tickets OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |