Real ChatGPT answer · index seedoF1H6VRd8OUcompleteAutomotive · trucks and SUVscommercial

Are truck lease deals better in December or January if we want to upgrade our household hauler before the new model years hit lots?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are truck lease deals better in December or January if we want to upgrade our household hauler before the new model years hit lots?
1 real search · 1 real-search pass
2026 year-end truck lease incentives December January model year change dealer inventory lease deals timingGoogle ↗
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
2026 year-end truck lease incentives December January model year change dealer inventory lease deals timing Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 year-end truck lease incentives December January model year change dealer inventory lease deals timing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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