What are the pros and cons of buying a leftover previous model year car in January versus waiting for the spring sales events
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the pros and cons of buying a leftover previous model year car in January versus waiting for the spring sales events
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
automaker year-end model year clearance incentives January spring sales events car buying 2026 Google ↗
buying leftover previous model year car January vs spring sales events incentives inventory depreciation dealer negotiation Google ↗
- When Is the Best Time to Buy a New Car? · edmunds.com
- When Is the Best Time to Buy a Car? · caranddriver.com
- When Is the Best Time to Buy a New or Used Car? · capitalone.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
automaker year-end model year clearance incentives January spring sales events car buying 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
buying leftover previous model year car January vs spring sales events incentives inventory depreciation dealer negotiation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |