What credit score do I need to qualify for the best auto loan interest rates without needing a co-signer now that I have been out of college for a year
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What credit score do I need to qualify for the best auto loan interest rates without needing a co-signer now that I have been out of college for a year
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
2026 auto loan credit score tiers superprime prime Experian State of Automotive Finance Q4 2025 Google ↗
best auto loan rates credit score requirements income debt to income first time car buyer no cosigner 2026 Google ↗
- What Is a Good Credit Score for an Auto Loan? · experian.com
- Average Car Loan Interest Rates by Credit Score · experian.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 auto loan credit score tiers superprime prime Experian State of Automotive Finance Q4 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
best auto loan rates credit score requirements income debt to income first time car buyer no cosigner 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |