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

Is it better to cancel my nonrefundable Marriott booking through customer service or just dispute the charge with my credit card since my flight got canceled today?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it better to cancel my nonrefundable Marriott booking through customer service or just dispute the charge with my credit card since my flight got canceled today?
2 real searches · 1 real-search pass
Marriott official cancellation policy nonrefundable reservation airline flight canceled exception customer serviceGoogle ↗
OBSERVED
US credit card charge dispute services not provided hotel reservation cancellation nonrefundable CFPB billing errorGoogle ↗
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
Marriott official cancellation policy nonrefundable reservation airline flight canceled exception customer service Google ↗
US credit card charge dispute services not provided hotel reservation cancellation nonrefundable CFPB billing error Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Marriott official cancellation policy nonrefundable reservation airline flight canceled exception customer service
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
US credit card charge dispute services not provided hotel reservation cancellation nonrefundable CFPB billing error
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1