Real ChatGPT answer · index seedpkwg3f4PV7YcompleteTravel and hospitality · travel rewards and pointsinformational
What is the best award search tool right now to find business class seats to Asia using Chase or Amex points without paying crazy high airline surcharges?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the best award search tool right now to find business class seats to Asia using Chase or Amex points without paying crazy high airline surcharges?
2 real searches · 1 real-search pass
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
award flight search tool comparison 2026 Seats.aero PointsYeah Roame point.me transfer points surcharges Google ↗
best award flight search tools 2026 Seats.aero PointsYeah Roame point.me Asia business class fuel surcharges Google ↗
- PointsYeah · pointsyeah.com
- Seats.aero · seats.aero
- Roame · roame.travel
- The Best Award Travel Search Tool for 2026 · nerdwallet.com
- Which award search tool is best? · frequentmiler.com
- The Best Award Travel Search Tool for 2026 · nerdwallet.com
- Best Award Travel Search Tools · nerdwallet.com
- PointsYeah Review: A Great Award Search Tool · nerdwallet.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
award flight search tool comparison 2026 Seats.aero PointsYeah Roame point.me transfer points surcharges OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
best award flight search tools 2026 Seats.aero PointsYeah Roame point.me Asia business class fuel surcharges OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |