Real ChatGPT answer · index seedhOSGpRv8sRccompleteTravel and hospitality · destinationsbrand

Is it actually safe to book a last minute hotel deal through Hopper or should I book directly with the hotel brand for my upcoming business trip to Denver?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is it actually safe to book a last minute hotel deal through Hopper or should I book directly with the hotel brand for my upcoming business trip to Denver?
2 real searches · 1 real-search pass
Hopper hotel booking cancellation changes customer support hotel reservation third party official policyGoogle ↗
OBSERVED
Marriott Hilton Hyatt hotel direct booking third party reservation changes cancellation benefits officialGoogle ↗
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
Hopper hotel booking cancellation changes customer support hotel reservation third party official policy Google ↗
Marriott Hilton Hyatt hotel direct booking third party reservation changes cancellation benefits official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Hopper hotel booking cancellation changes customer support hotel reservation third party official policy
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Marriott Hilton Hyatt hotel direct booking third party reservation changes cancellation benefits official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1