Real ChatGPT answer · index seed2upNaADCqjkcompleteAutomotive · auto financing and leasingcomparison
What is the difference between Capital One Auto Navigator pre-qualification and a hard credit pull when shopping at local dealerships?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the difference between Capital One Auto Navigator pre-qualification and a hard credit pull when shopping at local dealerships?
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
Capital One Auto Navigator pre-qualification soft inquiry hard inquiry dealership official FAQ Google ↗
CFPB auto loan rate shopping multiple hard inquiries 14 45 days credit score Google ↗
- How will shopping for an auto loan affect my credit? · consumerfinance.gov
- What kind of credit inquiry has no effect on my credit score? · consumerfinance.gov
- Frequently Asked Questions · capitalone.com
- Car Loan Pre-Qualification with No Credit Score Impact · capitalone.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Capital One Auto Navigator pre-qualification soft inquiry hard inquiry dealership official FAQ OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 | |
CFPB auto loan rate shopping multiple hard inquiries 14 45 days credit score OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |