Real ChatGPT answer · index seedD5A4o5XfpmAcompleteFinance and bankinginformational
How do lenders verify employment stability for borrowers who recently transitioned from W2 to 1099 contractor status?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do lenders verify employment stability for borrowers who recently transitioned from W2 to 1099 contractor status?
3 real searches · 1 real-search pass
Fannie Mae selling guide self-employed income less than two years 1099 contractor employment history continuity income documentation 2026Google ↗
OBSERVED
Freddie Mac guide self-employed borrower less than two years 1099 income documentation employment stabilityGoogle ↗
OBSERVED
FHA handbook self employment income less than two years 1099 contractor borrower employment historyGoogle ↗
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 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
Fannie Mae selling guide self-employed income less than two years 1099 contractor employment history continuity income documentation 2026 Google ↗
Freddie Mac guide self-employed borrower less than two years 1099 income documentation employment stability Google ↗
FHA handbook self employment income less than two years 1099 contractor borrower employment history Google ↗
5 cited sources
- Underwriting Factors and Documentation for a Self-Employed Borrower · selling-guide.fanniemae.com
- Fannie Mae Selling Guide March 4, 2026 · singlefamily.fanniemae.com
- FHA Single Family Housing Policy Handbook · www.hud.gov
- HUD Housing Counselors Training Module 2.1 Study Guide · www.hudhousingcounselors.hud.gov
- General Income Information · selling-guide.fanniemae.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Fannie Mae selling guide self-employed income less than two years 1099 contractor employment history continuity income documentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Freddie Mac guide self-employed borrower less than two years 1099 income documentation employment stability OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
FHA handbook self employment income less than two years 1099 contractor borrower employment history OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |