Real ChatGPT answer · index seedfp8pHxBPNKgcompleteTravel and hospitality · business travelcomparison
Compare booking flights directly on the airline website versus using corporate travel portals like Expedia because I keep hearing different advice from my coworkers.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare booking flights directly on the airline website versus using corporate travel portals like Expedia because I keep hearing different advice from my coworkers.
3 real searches · 1 real-search pass
airline direct booking versus online travel agency changes cancellations customer service corporate travel booking policy benefits 2026Google ↗
OBSERVEDComparison
Expedia corporate travel platform business travel support negotiated rates duty of care officialGoogle ↗
OBSERVEDOther / navigational
US DOT airline ticket travel agency refund responsibility booking third party officialGoogle ↗
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). 3 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
airline direct booking versus online travel agency changes cancellations customer service corporate travel booking policy benefits 2026 Google ↗
Expedia corporate travel platform business travel support negotiated rates duty of care official Google ↗
US DOT airline ticket travel agency refund responsibility booking third party official Google ↗
- Refunds · transportation.gov
- Buying a Ticket · transportation.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
airline direct booking versus online travel agency changes cancellations customer service corporate travel booking policy benefits 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Expedia corporate travel platform business travel support negotiated rates duty of care official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
US DOT airline ticket travel agency refund responsibility booking third party official OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |