My current car loan rate is way too high and I want to know how to start comparing car loan refinance offers without wrecking my credit score.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My current car loan rate is way too high and I want to know how to start comparing car loan refinance offers without wrecking my credit score.
1 real search · 1 real-search pass
auto loan rate shopping multiple hard inquiries scoring window FICO VantageScore CFPB refinance soft pull prequalificationGoogle ↗
OBSERVED
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.
Classifying 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
auto loan rate shopping multiple hard inquiries scoring window FICO VantageScore CFPB refinance soft pull prequalification Google ↗
- AnnualCreditReport.com · annualcreditreport.com
- Experian · experian.com
- Credit Karma · creditkarma.com
- Explore auto financing · capitalone.com
- Explore LightStream · lightstream.com
- Explore auto loans · navyfederal.org
- Explore auto loans · penfed.org
- CFPB guide to auto-loan shopping · consumerfinance.gov
- How to Rate Shop and Minimize the Impact to Your FICO® Scores · myfico.com
- Multiple Inquiries When Shopping for a Car Loan · experian.com