How should I structure my preapproval letter presentation when walking into a dealership to prevent them from marking up the finance rate?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How should I structure my preapproval letter presentation when walking into a dealership to prevent them from marking up the finance 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). 1 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
CFPB auto loan dealer financing interest rate markup buy rate dealer reserve negotiate APR preapproval Google ↗
FTC car dealer financing preapproval compare APR loan terms add-ons financing paperwork Google ↗
- Can I negotiate a car loan interest rate with the dealer? · consumerfinance.gov
- What is a buy rate for an auto loan? · consumerfinance.gov
- Can the dealer increase the interest rate after I drive the vehicle home? · consumerfinance.gov
- What should I know before I finalize 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 |
|---|---|---|---|---|---|---|---|
CFPB auto loan dealer financing interest rate markup buy rate dealer reserve negotiate APR preapproval OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
FTC car dealer financing preapproval compare APR loan terms add-ons financing paperwork OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |