Is it better to wait until the end of the month to email multiple local dealers for price quotes on a new car to get the deepest discount?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it better to wait until the end of the month to email multiple local dealers for price quotes on a new car to get the deepest discount?
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
best time of month buy new car end of month dealer sales targets incentives negotiation 2026 Google ↗
FTC car buying negotiate out the door price dealer financing add-ons new car Google ↗
- Financing or Leasing a Car · consumer.ftc.gov
- Understanding Car Add-ons - Consumer Tips · ftc.gov
- When Is the Best Time to Buy a New Car? · edmunds.com
- When Is the Best Time to Buy a Car? · nerdwallet.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best time of month buy new car end of month dealer sales targets incentives negotiation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
FTC car buying negotiate out the door price dealer financing add-ons new car OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |