Is November or December really the best time of year to get a steep discount on a brand new truck, or is that just an old myth?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is November or December really the best time of year to get a steep discount on a brand new truck, or is that just an old myth?
2 real searches · 1 real-search pass
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)
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
Are November and December the best time to buy a new pickup truck year-end dealer incentives inventory model year changeover 2026 Google ↗
best time of year buy new car truck December year end sales incentives dealer inventory research Google ↗
- When Is the Best Time to Buy a New Car? · edmunds.com
- When Is the Best Time to Buy a Car? · autotrader.com
- When Will New Car Prices Drop? · kbb.com
- Opinion: December car sales are good · ajc.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Are November and December the best time to buy a new pickup truck year-end dealer incentives inventory model year changeover 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
best time of year buy new car truck December year end sales incentives dealer inventory research OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |