How does my student loan debt to income ratio affect getting an emergency car loan approval this afternoon
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does my student loan debt to income ratio affect getting an emergency car loan approval this afternoon
1 real search · 1 real-search pass
2026 auto loan debt to income ratio student loans lender underwriting monthly payment income driven repayment CFPBGoogle ↗
OBSERVEDReason
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
2026 auto loan debt to income ratio student loans lender underwriting monthly payment income driven repayment CFPB Google ↗
- studentaid.gov · studentaid.gov
- What is a debt-to-income ratio? · proxy.goincop1.workers.dev