Real ChatGPT answer · index seedPQbUqoaNfZIcompleteTravel and hospitality · destinationscomparison

Can you compare finding last minute hotel deals on HotelTonight versus booking directly with Hilton for our family weekend in Chicago

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare finding last minute hotel deals on HotelTonight versus booking directly with Hilton for our family weekend in Chicago
3 real searches · 1 real-search pass
HotelTonight booking cancellation policy official hotel booking app last minute dealsGoogle ↗
OBSERVEDComparison
Hilton Honors third party bookings points elite benefits official direct bookingGoogle ↗
OBSERVEDOther / navigational
Hilton Chicago family rooms connecting rooms official booking flexible ratesGoogle ↗
OBSERVEDOther / navigational

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.

ChatGPT real searches (3)
Short factOther / navigational67%Comparison33%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
HotelTonight booking cancellation policy official hotel booking app last minute deals Google ↗
Hilton Honors third party bookings points elite benefits official direct booking Google ↗
Hilton Chicago family rooms connecting rooms official booking flexible rates Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
HotelTonight booking cancellation policy official hotel booking app last minute deals
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Hilton Honors third party bookings points elite benefits official direct booking
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Hilton Chicago family rooms connecting rooms official booking flexible rates
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1