Are credit union auto loans actually better than dealership financing for a first-time buyer with limited credit history?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are credit union auto loans actually better than dealership financing for a first-time buyer with limited credit history?
1 real search · 1 real-search pass
credit union vs dealer auto financing first time buyer thin credit preapproval rate markup CFPB FTCGoogle ↗
OBSERVEDComparison
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
credit union vs dealer auto financing first time buyer thin credit preapproval rate markup CFPB FTC Google ↗
- How does a lender decide what interest rate to offer me on an auto loan? · consumerfinance.gov
- How will shopping for an auto loan affect my credit? · consumerfinance.gov
- Financing or Leasing a Car · consumer.ftc.gov
- Getting a Car Loan · consumer.gov