Real ChatGPT answer · index seedyZUMChAOxSAcompleteTravel and hospitality · travel rewards and pointscommercial

How do shopping portal bonus point multipliers work when I am trying to book a hotel stay instead of buying retail products online

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do shopping portal bonus point multipliers work when I am trying to book a hotel stay instead of buying retail products online
2 real searches · 1 real-search pass
airline shopping portal hotel booking bonus points eligible spend taxes fees hotel stays termsGoogle ↗
OBSERVEDOther / navigational
Rakuten hotel booking cash back eligible taxes fees cancellation portal termsGoogle ↗
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 (2)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
airline shopping portal hotel booking bonus points eligible spend taxes fees hotel stays terms Google ↗
Rakuten hotel booking cash back eligible taxes fees cancellation portal terms Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
airline shopping portal hotel booking bonus points eligible spend taxes fees hotel stays terms
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Rakuten hotel booking cash back eligible taxes fees cancellation portal terms
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1