How hard is it to find subprime lenders for financing a car with bad credit without getting hit with predatory interest rates?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How hard is it to find subprime lenders for financing a car with bad credit without getting hit with predatory interest rates?
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 shopping compare APR dealer financing credit union subprime auto loan consumer advice Google ↗
Texas credit union auto loan bad credit second chance financing borrower guidance Google ↗
- What are the different ways to buy or finance a car or vehicle? · consumerfinance.gov
- Can I negotiate a car loan interest rate with the dealer? · consumerfinance.gov
- Financing or Leasing a Car · consumer.ftc.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CFPB auto loan shopping compare APR dealer financing credit union subprime auto loan consumer advice OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Texas credit union auto loan bad credit second chance financing borrower guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |