Is it actually better to secure an auto loan through my local credit union before stepping foot on a dealership lot, or should I let them compete for my financing?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it actually better to secure an auto loan through my local credit union before stepping foot on a dealership lot, or should I let them compete for my financing?
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
2026 auto loan preapproval dealer financing credit union rate shopping consumer guidance Google ↗
2026 auto loan preapproval credit union dealer financing compare APR rate shopping multiple inquiries CFPB FTC Google ↗
- How does a lender decide what interest rate to offer me on an auto loan? · consumerfinance.gov
- What are the different ways to buy or finance a car or vehicle? · consumerfinance.gov
- Financing or Leasing a Car · consumer.ftc.gov
- How will shopping for an auto loan affect my credit? · consumerfinance.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 auto loan preapproval dealer financing credit union rate shopping consumer guidance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
2026 auto loan preapproval credit union dealer financing compare APR rate shopping multiple inquiries CFPB FTC OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |