Real ChatGPT answer · index seedxZCEF2xxxvkcompleteRetail and ecommerce · deals and couponscommercial

Which travel aggregator currently offers the best hotel booking discounts with free cancellation for summer family road trips

ChatGPTgpt-61 query10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which travel aggregator currently offers the best hotel booking discounts with free cancellation for summer family road trips
1 real search · 1 real-search pass
2026 best hotel booking sites refundable free cancellation discounts Booking.com Expedia Agoda Hotels.com summer travel comparisonGoogle ↗
OBSERVEDComparison

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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
2026 best hotel booking sites refundable free cancellation discounts Booking.com Expedia Agoda Hotels.com summer travel comparison Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 best hotel booking sites refundable free cancellation discounts Booking.com Expedia Agoda Hotels.com summer travel comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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