Real ChatGPT answer · index seediUOQXCzYT4QcompleteTravel and hospitality · flights and airlinescomparison

Can you compare the Amex Travel flight booking cancellation policies with Expedia when you book basic economy tickets as a student?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the Amex Travel flight booking cancellation policies with Expedia when you book basic economy tickets as a student?
3 real searches · 1 real-search pass
American Express Travel flight cancellation policy airline basic economy 24 hour refund officialGoogle ↗
OBSERVEDConsequence
Expedia flight cancellation policy basic economy 24 hour cancellation officialGoogle ↗
OBSERVEDConsequence
US Department of Transportation 24 hour reservation cancellation rule travel agents airline tickets 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)
Short factOther / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
American Express Travel flight cancellation policy airline basic economy 24 hour refund official Google ↗
Expedia flight cancellation policy basic economy 24 hour cancellation official Google ↗
US Department of Transportation 24 hour reservation cancellation rule travel agents airline tickets official Google ↗
  1. Refunds · transportation.gov
  2. Buying a Ticket · transportation.gov
  3. Travel Documents & Payment FAQ · americanexpress.com
  4. Flight Change and Cancellation FAQs│American Express Travel US · americanexpress.com
  5. Flight Booking Support & FAQs · americanexpress.com
  6. Trip Cancel Guard® Trip Cancellation Benefit · americanexpress.com
  7. Trip Cancel Guard® Trip Cancellation Benefit · americanexpress.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
American Express Travel flight cancellation policy airline basic economy 24 hour refund official
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Expedia flight cancellation policy basic economy 24 hour cancellation official
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
US Department of Transportation 24 hour reservation cancellation rule travel agents airline tickets official
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1