What are the best strategies for negotiating the price of a used car at a traditional dealership when you have zero previous experience?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best strategies for negotiating the price of a used car at a traditional dealership when you have zero previous experience?
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 buying a used car dealer Buyers Guide out the door price add-ons financing negotiation used car Google ↗
CFPB auto loans dealer financing compare preapproval total loan cost used car Google ↗
- Buying a Used Car From a Dealer · consumer.ftc.gov
- Buying a Car · consumer.gov
- Understanding Car Add-ons - Consumer Tips · ftc.gov
- Car dealerships can’t charge you for add-ons you don’t want · consumer.ftc.gov
- Car Dealer Ads and Promotions: Know Before You Go · consumer.ftc.gov
- Financing or Leasing a Car · consumer.ftc.gov
- Can I negotiate a car loan interest rate with the dealer? · consumerfinance.gov
- What things can I negotiate when shopping for a car or auto loan? · consumerfinance.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
FTC buying a used car dealer Buyers Guide out the door price add-ons financing negotiation used car OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
CFPB auto loans dealer financing compare preapproval total loan cost used car OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |