Real ChatGPT answer · index seedWsGnmxVGHxwcompleteTravel and hospitality · destinationsbrand

What are the reputation and hidden costs of booking through Expedia versus booking direct with Marriott for corporate travel?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the reputation and hidden costs of booking through Expedia versus booking direct with Marriott for corporate travel?
3 real searches · 1 real-search pass
Expedia corporate travel booking Marriott direct booking loyalty points third party reservations changes cancellation corporate travelGoogle ↗
OBSERVED
Marriott terms third party bookings Bonvoy points elite night credit Expedia reservationsGoogle ↗
OBSERVED
Expedia business travel corporate travel traveler support fees hotel bookings termsGoogle ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
Expedia corporate travel booking Marriott direct booking loyalty points third party reservations changes cancellation corporate travel Google ↗
Marriott terms third party bookings Bonvoy points elite night credit Expedia reservations Google ↗
Expedia business travel corporate travel traveler support fees hotel bookings terms Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Expedia corporate travel booking Marriott direct booking loyalty points third party reservations changes cancellation corporate travel
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Marriott terms third party bookings Bonvoy points elite night credit Expedia reservations
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Expedia business travel corporate travel traveler support fees hotel bookings terms
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1