Can a recent college graduate with a part-time job and minimal credit history get approved for a used car loan without a parent?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can a recent college graduate with a part-time job and minimal credit history get approved for a used car loan without a parent?
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). 2 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
first time car buyer auto loan limited credit history part time income down payment lender requirements United States Google ↗
CFPB auto loan shopping compare financing preapproval credit report auto loans Google ↗
- First Time Auto Buyer Program · fwccu.org
- What Is a First-Time Car Buyer Program? · nerdwallet.com
- First-Time Auto Loans | Community Credit Union of Florida · ccuflorida.org
- How will shopping for an auto loan affect my credit? · consumerfinance.gov
- What should I know before I shop for a car or auto loan? · consumerfinance.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
first time car buyer auto loan limited credit history part time income down payment lender requirements United States OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
CFPB auto loan shopping compare financing preapproval credit report auto loans OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |