Real ChatGPT answer · index seed5gL9LWFlng4completeAutomotive · car buying processcommercial

Is it actually true that the end of December is the best time of year to get a great deal on a new Buick or should I wait until spring

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is it actually true that the end of December is the best time of year to get a great deal on a new Buick or should I wait until spring
2 real searches · 1 real-search pass
Buick year-end December 2026 incentives new vehicles dealer discounts annual sales targets best time buy car springGoogle ↗
OBSERVED
Buick current offers incentives 2026 new vehicles official December year endGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
Buick year-end December 2026 incentives new vehicles dealer discounts annual sales targets best time buy car spring Google ↗
Buick current offers incentives 2026 new vehicles official December year end Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Buick year-end December 2026 incentives new vehicles dealer discounts annual sales targets best time buy car spring
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Buick current offers incentives 2026 new vehicles official December year end
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1