Real ChatGPT answer · index seedmW4RfbJRE9ccompleteFinance and banking · personal loansinformational
Will checking my loan prequalification multiple times across different lenders hurt my credit history when we are trying to secure a car loan next month?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Will checking my loan prequalification multiple times across different lenders hurt my credit history when we are trying to secure a car loan next month?
1 real search · 1 real-search pass
US auto loan prequalification soft inquiry hard inquiry rate shopping window CFPB FICO 2026Google ↗
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
US auto loan prequalification soft inquiry hard inquiry rate shopping window CFPB FICO 2026 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
- Do Credit Inquiries Lower Your FICO Score? · myfico.com