Real ChatGPT answer · index seedo1BmdFdTDAscompleteTravel and hospitality · travel planning and itinerariescomparison

Can you compare the cost of a nonrefundable hotel booking on Expedia versus booking direct when I need to know my chances of getting a refund or credit if my travel plans change unexpectedly?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the cost of a nonrefundable hotel booking on Expedia versus booking direct when I need to know my chances of getting a refund or credit if my travel plans change unexpectedly?
2 real searches · 1 real-search pass
Expedia hotel non-refundable booking cancellation refund credit policy official terms hotel bookingGoogle ↗
OBSERVED
hotel direct booking nonrefundable reservation cancellation exception credit policy hotel official terms consumer adviceGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
Expedia hotel non-refundable booking cancellation refund credit policy official terms hotel booking Google ↗
hotel direct booking nonrefundable reservation cancellation exception credit policy hotel official terms consumer advice Google ↗
  1. Terms of Service · expedia.com
  2. Terms of Service · expedia.com
  3. canceling a property booking · taapacademy.expediagroup.com
  4. Constructing cancellation policies · developers.expediagroup.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Expedia hotel non-refundable booking cancellation refund credit policy official terms hotel booking
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
hotel direct booking nonrefundable reservation cancellation exception credit policy hotel official terms consumer advice
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1