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How far in advance do flight aggregator algorithms suggest booking domestic flights to secure the absolute cheapest airline tickets?

ChatGPTgpt-61 query10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How far in advance do flight aggregator algorithms suggest booking domestic flights to secure the absolute cheapest airline tickets?
1 real search · 1 real-search pass
2026 domestic flight booking best time in advance cheapest tickets Google Flights Expedia airfare study domestic booking windowGoogle ↗
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
2026 domestic flight booking best time in advance cheapest tickets Google Flights Expedia airfare study domestic booking window Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 domestic flight booking best time in advance cheapest tickets Google Flights Expedia airfare study domestic booking window
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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