How do car dealers make money on financing and how can I use that knowledge to negotiate a lower interest rate?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do car dealers make money on financing and how can I use that knowledge to negotiate a lower interest rate?
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
dealer reserve auto financing interest rate markup CFPB consumer advice negotiate APR Google ↗
FTC car financing dealer interest rate markup auto loan consumer advice Google ↗
- Can I negotiate a car loan interest rate with the dealer? · consumerfinance.gov
- Where can I get information on auto loan rates? · consumerfinance.gov
- What are the different ways to buy or finance a car or vehicle? · consumerfinance.gov
- What things can I negotiate when shopping for a car or auto loan? · consumerfinance.gov
- Financing or Leasing a Car · consumer.ftc.gov
- Can the dealer increase the interest rate after I drive the vehicle home? · consumerfinance.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
dealer reserve auto financing interest rate markup CFPB consumer advice negotiate APR OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
FTC car financing dealer interest rate markup auto loan consumer advice OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |