How much money do I actually save by using credit card travel portal points versus booking budget flights directly on airline websites?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much money do I actually save by using credit card travel portal points versus booking budget flights directly on airline websites?
2 real searches · 1 real-search pass
credit card travel portal points redemption value Chase Ultimate Rewards 1 cent 1.25 1.5 2026 airline direct booking budget airline fees comparisonGoogle ↗
OBSERVEDComparison
airline official basic economy baggage seat selection fees book direct third party booking customer serviceGoogle ↗
OBSERVEDInstruction
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). 1 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
credit card travel portal points redemption value Chase Ultimate Rewards 1 cent 1.25 1.5 2026 airline direct booking budget airline fees comparison Google ↗
airline official basic economy baggage seat selection fees book direct third party booking customer service Google ↗
- How To Use Chase Ultimate Rewards Points For Domestic Flights · cnbc.com
- Calculator: Chase Ultimate Rewards Points Value · nerdwallet.com
- Chase Travel: How to use points and maximize value · thepointsguy.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
credit card travel portal points redemption value Chase Ultimate Rewards 1 cent 1.25 1.5 2026 airline direct booking budget airline fees comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
airline official basic economy baggage seat selection fees book direct third party booking customer service OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |