Real ChatGPT answer · index seedk7JfIGFLSJAcompleteTravel and hospitality · flights and airlinesinformational

How far in advance do major airlines release their lowest fare inventory for peak season roundtrip summer travel to Asia?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How far in advance do major airlines release their lowest fare inventory for peak season roundtrip summer travel to Asia?
1 real search · 1 real-search pass
major airlines summer flights Asia when schedules open 330 days lowest fares best time to book international flights 2026Google ↗
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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
major airlines summer flights Asia when schedules open 330 days lowest fares best time to book international flights 2026 Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
major airlines summer flights Asia when schedules open 330 days lowest fares best time to book international flights 2026
OBSERVED
Google ↗
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