Real ChatGPT answer · index seed3TMuftpY99QcompleteTravel and hospitality · travel planning and itinerariescommercial
Compare the transfer partners and point values for booking business class flights to Tokyo using Marriott Bonvoy points versus traditional airline miles.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the transfer partners and point values for booking business class flights to Tokyo using Marriott Bonvoy points versus traditional airline miles.
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). 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
Marriott Bonvoy airline transfer partners transfer ratio 2026 60,000 points 5,000 bonus Japan Airlines ANA Alaska Google ↗
business class award chart Tokyo Japan from US ANA Mileage Club Aeroplan Alaska Atmos American AAdvantage 2026 Google ↗
- How to Transfer Points to Miles | Airline Transfer Partners · marriott.com
- Marriott Bonvoy Transfer Partners and Best Uses [2026] · upgradedpoints.com
- The Cheapest Way to Fly Business Class to Japan · buyflightmiles.com
- How to Book ANA Business and First Class Awards to Japan · nerdwallet.com
- The Best Marriott Transfer Partners — And the Worst · nerdwallet.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Marriott Bonvoy airline transfer partners transfer ratio 2026 60,000 points 5,000 bonus Japan Airlines ANA Alaska OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
business class award chart Tokyo Japan from US ANA Mileage Club Aeroplan Alaska Atmos American AAdvantage 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |