Real ChatGPT answer · index seedg8lxcpKBtCgcompleteRetail and ecommerce · deals and couponsinformational

Are third party travel sites better for family hotel booking discounts or should I just book directly with Marriott and Hilton

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are third party travel sites better for family hotel booking discounts or should I just book directly with Marriott and Hilton
3 real searches · 1 real-search pass
Marriott official booking direct benefits third party bookings points eligible rates member benefits third partyGoogle ↗
OBSERVED
Hilton official third party bookings points eligible rates direct booking benefitsGoogle ↗
OBSERVED
Expedia hotel booking price match cancellation policies family hotel packages third partyGoogle ↗
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
Marriott official booking direct benefits third party bookings points eligible rates member benefits third party Google ↗
Hilton official third party bookings points eligible rates direct booking benefits Google ↗
Expedia hotel booking price match cancellation policies family hotel packages third party Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Marriott official booking direct benefits third party bookings points eligible rates member benefits third party
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Hilton official third party bookings points eligible rates direct booking benefits
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Expedia hotel booking price match cancellation policies family hotel packages third party
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1