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

What are the realistic chances of getting a refund on a nonrefundable boutique hotel booking in Tokyo booked through Agoda versus booking direct with the property?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the realistic chances of getting a refund on a nonrefundable boutique hotel booking in Tokyo booked through Agoda versus booking direct with the property?
2 real searches · 1 real-search pass
Agoda official non-refundable booking cancellation refund hotel property approval policyGoogle ↗
OBSERVED
Japan hotel non-refundable reservation cancellation policy direct booking consumer law accommodation cancellationGoogle ↗
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
Agoda official non-refundable booking cancellation refund hotel property approval policy Google ↗
Japan hotel non-refundable reservation cancellation policy direct booking consumer law accommodation cancellation Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Agoda official non-refundable booking cancellation refund hotel property approval policy
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Japan hotel non-refundable reservation cancellation policy direct booking consumer law accommodation cancellation
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1