Real ChatGPT answer · index seedlpYVSfOxjBQcompleteTravel and hospitality · travel rewards and pointscommercial

Which airline alliances let me book a business class ticket to Tokyo using the fewest possible transferrable points from Marriott or Chase?

ChatGPTgpt-65 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which airline alliances let me book a business class ticket to Tokyo using the fewest possible transferrable points from Marriott or Chase?
5 real searches · 1 real-search pass
best Chase Ultimate Rewards transfer partners Tokyo Japan business class award sweet spots Aeroplan Flying Blue Virgin Atlantic ANA 2026Google ↗
OBSERVEDComparison
Chase Ultimate Rewards airline transfer partners official 2026 Marriott Bonvoy airline transfer partners 60,000 bonusGoogle ↗
OBSERVEDOther / navigational
Aeroplan award chart North America Pacific business class 2026 75000 87500Google ↗
OBSERVEDShort fact
Virgin Atlantic ANA business class award chart Japan 2026 points one wayGoogle ↗
OBSERVEDOther / navigational
Flying Blue business class Japan award miles 2026 TokyoGoogle ↗
OBSERVEDOther / navigational

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 (5)
Short fact20%Other / navigational60%Comparison20%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 5 of 5 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT5 real searches · gpt-6
best Chase Ultimate Rewards transfer partners Tokyo Japan business class award sweet spots Aeroplan Flying Blue Virgin Atlantic ANA 2026 Google ↗
Chase Ultimate Rewards airline transfer partners official 2026 Marriott Bonvoy airline transfer partners 60,000 bonus Google ↗
Aeroplan award chart North America Pacific business class 2026 75000 87500 Google ↗
Virgin Atlantic ANA business class award chart Japan 2026 points one way Google ↗
Flying Blue business class Japan award miles 2026 Tokyo Google ↗

Queries

5 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best Chase Ultimate Rewards transfer partners Tokyo Japan business class award sweet spots Aeroplan Flying Blue Virgin Atlantic ANA 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Chase Ultimate Rewards airline transfer partners official 2026 Marriott Bonvoy airline transfer partners 60,000 bonus
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Aeroplan award chart North America Pacific business class 2026 75000 87500
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
Virgin Atlantic ANA business class award chart Japan 2026 points one way
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Flying Blue business class Japan award miles 2026 Tokyo
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1