Real ChatGPT answer · index seed3L3r2KJNX14completeTravel and hospitality · hotelscommercial

Is it actually cheaper to book through third-party sites like Expedia or should I always book directly on the hotel website to avoid hidden fees?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it actually cheaper to book through third-party sites like Expedia or should I always book directly on the hotel website to avoid hidden fees?
2 real searches · 1 real-search pass
Expedia hotel booking total price taxes fees resort fees third party booking vs direct hotel booking consumer adviceGoogle ↗
OBSERVED
hotel direct booking price match benefits third party booking loyalty points cancellation policies consumer guidanceGoogle ↗
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 booking total price taxes fees resort fees third party booking vs direct hotel booking consumer advice Google ↗
hotel direct booking price match benefits third party booking loyalty points cancellation policies consumer guidance Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Expedia hotel booking total price taxes fees resort fees third party booking vs direct hotel booking consumer advice
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
hotel direct booking price match benefits third party booking loyalty points cancellation policies consumer guidance
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1