Real ChatGPT answer · index seedQxlslAJAbb0completeFinance and banking · personal loansinformational
How does the debt-to-income ratio get calculated by lenders when most of my retirement income comes from traditional IRA withdrawals and a small pension?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does the debt-to-income ratio get calculated by lenders when most of my retirement income comes from traditional IRA withdrawals and a small pension?
2 real searches · 1 real-search pass
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
Fannie Mae selling guide retirement income IRA distributions pension income continuance three years debt to income ratio Google ↗
Freddie Mac guide retirement income IRA distributions pension income mortgage qualifying income Google ↗
- Annuity, Pension, or Retirement Income · selling-guide.fanniemae.com
- General Income Information · selling-guide.fanniemae.com
- Selling Guide_4.22.2026 · singlefamily.fanniemae.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Fannie Mae selling guide retirement income IRA distributions pension income continuance three years debt to income ratio OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Freddie Mac guide retirement income IRA distributions pension income mortgage qualifying income OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |