What strategies work best for negotiating the price of a new car over email before ever stepping foot inside a dealership?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What strategies work best for negotiating the price of a new car over email before ever stepping foot inside a dealership?
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
FTC car buying dealer add-ons out the door price negotiate new car written offer consumer advice Google ↗
new car buying negotiate price email internet sales manager out the door price consumer advice Google ↗
- Expert Tips for Negotiating the Best New Car Price · consumerreports.org
- Negotiating New Car Pricing by Phone or Email · consumerreports.org
- Financing or Leasing a Car · consumer.ftc.gov
- Car Dealer Ads and Promotions: Know Before You Go · consumer.ftc.gov
- Automobile Industry Pricing Transparency: FAQs · search.ftc.gov
- Auto Purchases · azag.gov
- Understanding Car Add-ons - Consumer Tips · ftc.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
FTC car buying dealer add-ons out the door price negotiate new car written offer consumer advice OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
new car buying negotiate price email internet sales manager out the door price consumer advice OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |