Real ChatGPT answer · index seedTozXdOdLmwwcompleteTravel and hospitality · business travelinformational

Is it better to book our team's corporate retreat accommodation through Expedia or directly on the hotel website to handle last-minute changes?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it better to book our team's corporate retreat accommodation through Expedia or directly on the hotel website to handle last-minute changes?
1 real search · 1 real-search pass
Expedia hotel booking changes cancellations contact hotel third party booking policy hotel direct reservations group bookings corporate retreat flexibilityGoogle ↗
OBSERVEDConsequence

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 / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
Expedia hotel booking changes cancellations contact hotel third party booking policy hotel direct reservations group bookings corporate retreat flexibility Google ↗
  1. Terms of Use · groups.expedia.com
  2. Terms of Service · expedia.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Expedia hotel booking changes cancellations contact hotel third party booking policy hotel direct reservations group bookings corporate retreat flexibility
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1