Real ChatGPT answer · index seedGyjwCNFDdGocompleteAutomotive · auto financing and leasingcomparison
We are trying to decide if the Ford credit pre approval process impacts our credit score more than shopping around multiple online lenders.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We are trying to decide if the Ford credit pre approval process impacts our credit score more than shopping around multiple online 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
Ford Credit preapproval prequalification soft credit inquiry hard inquiry official Google ↗
FICO auto loan rate shopping inquiry window 14 45 days multiple lenders official CFPB Google ↗
- Prequalify · ford.com
- Financing Options for New Vehicles · brandsites.ford.com
- Do Credit Inquiries Lower Your FICO Score? · myfico.com
- How to Rate Shop and Minimize the Impact to Your FICO® Scores · myfico.com
- 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
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Ford Credit preapproval prequalification soft credit inquiry hard inquiry official OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 | |
FICO auto loan rate shopping inquiry window 14 45 days multiple lenders official CFPB OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |