Real ChatGPT answer · index seedjfVGX5GydH0completeTravel and hospitality · flights and airlinescommercial

We need help figuring out the optimal months to purchase international airfare to avoid paying peak summer prices next year.

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We need help figuring out the optimal months to purchase international airfare to avoid paying peak summer prices next year.
2 real searches · 1 real-search pass
best time to book international flights summer travel 2027 booking window airfare study Google Flights 2025Google ↗
OBSERVEDComparison
2026 airfare booking trends international flights summer peak season when to book 2027Google ↗
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 (2)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

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
best time to book international flights summer travel 2027 booking window airfare study Google Flights 2025 Google ↗
2026 airfare booking trends international flights summer peak season when to book 2027 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best time to book international flights summer travel 2027 booking window airfare study Google Flights 2025
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
2026 airfare booking trends international flights summer peak season when to book 2027
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1