Real ChatGPT answer · index seedojx1P5HGGr0completeFinance and banking · budgeting and savinginformational
What are the most effective debt-to-income optimization techniques for a freelancer trying to qualify for a mortgage while simultaneously planning a destination wedding?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the most effective debt-to-income optimization techniques for a freelancer trying to qualify for a mortgage while simultaneously planning a destination wedding?
3 real searches · 1 real-search pass
Fannie Mae self employed borrower income calculation two years tax returns declining income mortgage debt to income requirements 2026Google ↗
OBSERVEDReason
CFPB debt to income ratio mortgage what lenders consider credit card debt mortgage applicationGoogle ↗
OBSERVEDComparison
Fannie Mae selling guide debt to income ratio maximum 45 50 percent self employed income documentationGoogle ↗
OBSERVEDComparison
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Fannie Mae self employed borrower income calculation two years tax returns declining income mortgage debt to income requirements 2026 Google ↗
CFPB debt to income ratio mortgage what lenders consider credit card debt mortgage application Google ↗
Fannie Mae selling guide debt to income ratio maximum 45 50 percent self employed income documentation Google ↗
- Underwriting Factors and Documentation for a Self-Employed Borrower · guide-selling.fanniemae.com
- Fannie Mae Selling Guide March 4, 2026 · singlefamily.fanniemae.com
- Underwriting Factors and Documentation for a Self-Employed Borrower · selling-guide.fanniemae.com
- Debt-to-Income Ratios · selling-guide.fanniemae.com
- Debt-to-Income Ratios · guide-selling.fanniemae.com
- Selling Guide_4.22.2026 · singlefamily.fanniemae.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Fannie Mae self employed borrower income calculation two years tax returns declining income mortgage debt to income requirements 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
CFPB debt to income ratio mortgage what lenders consider credit card debt mortgage application OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Fannie Mae selling guide debt to income ratio maximum 45 50 percent self employed income documentation OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |