Can you walk me through optimizing my credit card point multipliers for an upcoming quarter heavy on flights, hotels, and rideshare expenses?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you walk me through optimizing my credit card point multipliers for an upcoming quarter heavy on flights, hotels, and rideshare expenses?
1 real search · 1 real-search pass
2026 credit card rewards bonus categories flights hotels rideshare travel cards earning ratesGoogle ↗
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)
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
2026 credit card rewards bonus categories flights hotels rideshare travel cards earning rates Google ↗
- Best Credit Card Category Bonuses: Which card should you use? · frequentmiler.com