Real ChatGPT answer · index seedFCcvFZw23zQcompleteTravel and hospitality · travel rewards and pointsinformational

Why do some hotels not honor breakfast perks or room upgrades when booked through third party portals compared to booking directly on their website?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Why do some hotels not honor breakfast perks or room upgrades when booked through third party portals compared to booking directly on their website?
1 real search · 1 real-search pass
hotel loyalty program third party bookings breakfast benefits room upgrades official Marriott Hilton Hyatt terms OTAGoogle ↗
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 (1)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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
hotel loyalty program third party bookings breakfast benefits room upgrades official Marriott Hilton Hyatt terms OTA Google ↗
  1. Program details · americanexpress.com
  2. Official website · virtuoso.com
  3. Marriott website · marriott.com
  4. Marriott Bonvoy Loyalty Program Terms & Conditions · marriott.com
  5. What is a Qualifying Rate? · help.marriott.com
  6. World of Hyatt Member Benefits | Hotel Loyalty Program · world.hyatt.com
  7. IHG One Rewards · ihg.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
hotel loyalty program third party bookings breakfast benefits room upgrades official Marriott Hilton Hyatt terms OTA
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1