How do I redeem credit card points for hotel stays instead of flights, and is it actually a good value for business trips?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I redeem credit card points for hotel stays instead of flights, and is it actually a good value for business trips?
2 real searches · 1 real-search pass
2026 credit card points transfer hotel partners Chase Ultimate Rewards Amex Membership Rewards Capital One miles Citi ThankYou official hotel partnersGoogle ↗
OBSERVEDOther / navigational
hotel points redemption value business travel compare cash price points taxes elite night credit award stays hotel loyalty program officialGoogle ↗
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 (2)
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
2026 credit card points transfer hotel partners Chase Ultimate Rewards Amex Membership Rewards Capital One miles Citi ThankYou official hotel partners Google ↗
hotel points redemption value business travel compare cash price points taxes elite night credit award stays hotel loyalty program official Google ↗
- How to Transfer Chase Ultimate Rewards® Points · chase.com
- How Do I Transfer Membership Rewards® Points? · americanexpress.com
- Credit Card Transfer Partners At a Glance · nerdwallet.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 credit card points transfer hotel partners Chase Ultimate Rewards Amex Membership Rewards Capital One miles Citi ThankYou official hotel partners OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
hotel points redemption value business travel compare cash price points taxes elite night credit award stays hotel loyalty program official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |