Compare Expedia versus booking directly through airline sites when planning an expensive family vacation using business credit card perks.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare Expedia versus booking directly through airline sites when planning an expensive family vacation using business credit card perks.
4 real searches · 1 real-search pass
Expedia flight booking third party airline changes cancellations customer service official terms 2026Google ↗
OBSERVEDConsequence
airline tickets booked through travel agency third party frequent flyer benefits seat selection changes official airline policyGoogle ↗
OBSERVEDConsequence
business credit card travel protections booking through online travel agency Expedia direct airline Chase Ink Business Preferred Amex Business Platinum termsGoogle ↗
OBSERVEDOther / navigational
Expedia One Key rewards flights terms airline miles booking flights officialGoogle ↗
OBSERVEDOther / navigational
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 (4)
Classes come from the query-classifier (a local Laya model). 3 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
Expedia flight booking third party airline changes cancellations customer service official terms 2026 Google ↗
airline tickets booked through travel agency third party frequent flyer benefits seat selection changes official airline policy Google ↗
business credit card travel protections booking through online travel agency Expedia direct airline Chase Ink Business Preferred Amex Business Platinum terms Google ↗
Expedia One Key rewards flights terms airline miles booking flights official Google ↗
- Buying a Ticket · transportation.gov
- Terms of Service · expedia.com
- Is Expedia Legit? Can It Get Me a Good Deal? · nerdwallet.com
- The Business Platinum Card from American Express · americanexpress.com
- Benefits Dashboard · global.americanexpress.com
- Business Credit Cards · creditcards.chase.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Expedia flight booking third party airline changes cancellations customer service official terms 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
airline tickets booked through travel agency third party frequent flyer benefits seat selection changes official airline policy OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
business credit card travel protections booking through online travel agency Expedia direct airline Chase Ink Business Preferred Amex Business Platinum terms OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Expedia One Key rewards flights terms airline miles booking flights official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |