Real ChatGPT answer · index seedDvD6DeF3JmwcompleteAutomotive · auto financing and leasinginformational

How does a captive lender like Ford Credit determine my debt-to-income ratio during the pre-approval process if I am self-employed and write off most of my net income?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How does a captive lender like Ford Credit determine my debt-to-income ratio during the pre-approval process if I am self-employed and write off most of my net income?
2 real searches · 1 real-search pass
Ford Credit self-employed income verification tax returns depreciation add backs auto loan underwriting debt to incomeGoogle ↗
OBSERVED
Ford Credit financing application self employed income documentation preapprovalGoogle ↗
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
Ford Credit self-employed income verification tax returns depreciation add backs auto loan underwriting debt to income Google ↗
Ford Credit financing application self employed income documentation preapproval Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ford Credit self-employed income verification tax returns depreciation add backs auto loan underwriting debt to income
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Ford Credit financing application self employed income documentation preapproval
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1