Real ChatGPT answer · index seedgoGAnIeZq2McompleteFinance and banking · credit scores and repairinformational
How many weeks before visiting a dealership should I start working on my credit score to get the lowest car loan rate?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How many weeks before visiting a dealership should I start working on my credit score to get the lowest car loan rate?
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
CFPB improve credit score before buying car auto loan credit report utilization rate shopping guidance Google ↗
Experian how long does it take credit utilization changes report credit score auto loan shopping inquiries window Google ↗
- AnnualCreditReport.com · annualcreditreport.com
- How will shopping for an auto loan affect my credit? · consumerfinance.gov
- How Does Rate Shopping Affect Your Credit Scores? · experian.com
- How does a lender decide what interest rate to offer me on an auto loan? · consumerfinance.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CFPB improve credit score before buying car auto loan credit report utilization rate shopping guidance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Experian how long does it take credit utilization changes report credit score auto loan shopping inquiries window OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |