How do third-party booking sites compare to direct airline bookings when managing flight changes or cancellations on a strict budget?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do third-party booking sites compare to direct airline bookings when managing flight changes or cancellations on a strict budget?
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 1 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
third party travel agency airline ticket changes cancellations who handles booking airline direct booking consumer advice US DOT 2026 Google ↗
US DOT airline refunds significant change cancellation ticket booked through travel agency consumer protection Google ↗
- Refunds · transportation.gov
- Refunds · transportation.gov
- Buying a Ticket · transportation.gov
- Compare flight prices · google.com
- Department of Transportation's airline refund guide · transportation.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
third party travel agency airline ticket changes cancellations who handles booking airline direct booking consumer advice US DOT 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
US DOT airline refunds significant change cancellation ticket booked through travel agency consumer protection OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |