Real ChatGPT answer · index seedpxX8CUh0FEIcompleteAutomotive · auto financing and leasinginformational
What kind of co-signer requirements do lenders usually have for college students trying to buy their first car?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What kind of co-signer requirements do lenders usually have for college students trying to buy their first car?
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
auto loan co-signer requirements credit income debt-to-income lender official guidance college student first car Google ↗
CFPB co-signer auto loan responsibilities cosigner credit report Google ↗
- Ford First-Time Buyer Program | Financing & Incentives · brandsites.ford.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
auto loan co-signer requirements credit income debt-to-income lender official guidance college student first car OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
CFPB co-signer auto loan responsibilities cosigner credit report OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |