Real ChatGPT answer · index seedRkD17hNKysIcompleteTravel and hospitality · flights and airlinescommercial

What are the best tips for securing last minute flight deals during the Christmas holidays without breaking our family budget?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What are the best tips for securing last minute flight deals during the Christmas holidays without breaking our family budget?
1 real search · 1 real-search pass
Christmas 2026 last minute flight booking tips holiday airfare family budget flexible dates nearby airports price alertsGoogle ↗
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). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
Christmas 2026 last minute flight booking tips holiday airfare family budget flexible dates nearby airports price alerts Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Christmas 2026 last minute flight booking tips holiday airfare family budget flexible dates nearby airports price alerts
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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