As a first time car buyer with a limited credit history, what exact steps do I need to take today to get pre-approved for an auto loan without destroying my credit score?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
As a first time car buyer with a limited credit history, what exact steps do I need to take today to get pre-approved for an auto loan without destroying my credit score?
3 real searches · 1 real-search pass
2026 auto loan preapproval soft credit inquiry hard inquiry rate shopping window CFPB FICO official guidanceGoogle ↗
OBSERVED
CFPB auto loan shopping compare lenders credit inquiries 14 45 days credit scoringGoogle ↗
OBSERVED
AnnualCreditReport free credit reports official FTC credit score auto loan prequalification soft inquiryGoogle ↗
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 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
2026 auto loan preapproval soft credit inquiry hard inquiry rate shopping window CFPB FICO official guidance Google ↗
CFPB auto loan shopping compare lenders credit inquiries 14 45 days credit scoring Google ↗
AnnualCreditReport free credit reports official FTC credit score auto loan prequalification soft inquiry Google ↗
- AnnualCreditReport.com · annualcreditreport.com
- Experian · experian.com
- myFICO · myfico.com
- Start Capital One prequalification · capitalone.com
- Review Chase prequalification · autofinance.chase.com
- 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
- What should I know before I shop for a car or auto loan? · consumerfinance.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 auto loan preapproval soft credit inquiry hard inquiry rate shopping window CFPB FICO official guidance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
CFPB auto loan shopping compare lenders credit inquiries 14 45 days credit scoring OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
AnnualCreditReport free credit reports official FTC credit score auto loan prequalification soft inquiry OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |