Real ChatGPT answer · index seedjqsokEfJhKEcompleteTravel and hospitality · travel planning and itinerariescomparison

Can you compare the cancellation policies of Booking.com versus Expedia for nonrefundable business hotel bookings when emergency rescheduling happens.

ChatGPTgpt-62 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 cancellation policies of Booking.com versus Expedia for nonrefundable business hotel bookings when emergency rescheduling happens.
2 real searches · 1 real-search pass
Booking.com official help non-refundable reservation change dates cancellation emergency exception hotelGoogle ↗
OBSERVEDYes / no
Expedia official help non-refundable hotel booking change dates cancellation emergency exception hotelGoogle ↗
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 (2)
Short factOther / navigational50%ComparisonConsequenceReasonDefinitionInstructionYes / no50%

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
Booking.com official help non-refundable reservation change dates cancellation emergency exception hotel Google ↗
Expedia official help non-refundable hotel booking change dates cancellation emergency exception hotel Google ↗
  1. Booking.com · admin.booking.com
  2. Booking.com · admin.booking.com
  3. secure.booking.com · secure.booking.com
  4. Manage, change, or cancel an accommodation booking · help.business.booking.com
  5. Terms of Service · expedia.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Booking.com official help non-refundable reservation change dates cancellation emergency exception hotel
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1
Expedia official help non-refundable hotel booking change dates cancellation emergency exception hotel
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1