Real ChatGPT answer · index seed9K9O5sqYIpAcompleteAutomotive · used carsinformational

How do subprime auto lenders calculate debt-to-income ratios when I am self-employed and trying to finance a reliable used commuter car with bruised credit?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do subprime auto lenders calculate debt-to-income ratios when I am self-employed and trying to finance a reliable used commuter car with bruised credit?
2 real searches · 1 real-search pass
self employed auto loan income verification debt to income ratio subprime lender bank statements tax returns auto financingGoogle ↗
OBSERVED
CFPB auto loan shopping financing used car monthly payment total cost dealer add-onsGoogle ↗
OBSERVED

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
self employed auto loan income verification debt to income ratio subprime lender bank statements tax returns auto financing Google ↗
CFPB auto loan shopping financing used car monthly payment total cost dealer add-ons Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
self employed auto loan income verification debt to income ratio subprime lender bank statements tax returns auto financing
OBSERVED
Google ↗
AI Mode ↗
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of 1
CFPB auto loan shopping financing used car monthly payment total cost dealer add-ons
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1