What documentation do I need to bring to a dealership to prove my pre approved financing cannot be beaten by their internal lenders
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What documentation do I need to bring to a dealership to prove my pre approved financing cannot be beaten by their internal lenders
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 auto financing dealer financing preapproved loan offer spot delivery financing consumer advice Google ↗
CFPB auto loan preapproval dealership financing compare loan terms dealer financing FTC financing add-ons Google ↗
- Financing or Leasing a Car · consumer.ftc.gov
- What things can I negotiate when shopping for a car or auto loan? · consumerfinance.gov
- Can the dealer increase the interest rate after I drive the vehicle home? · consumerfinance.gov
- Getting a Car Loan · consumer.gov
- What is a Finance and Insurance (F&I) department? · consumerfinance.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
FTC auto financing dealer financing preapproved loan offer spot delivery financing consumer advice OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
CFPB auto loan preapproval dealership financing compare loan terms dealer financing FTC financing add-ons OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |