How do lenders calculate debt to income ratios for retirees who rely mostly on social security and a fixed pension instead of a traditional paycheck?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do lenders calculate debt to income ratios for retirees who rely mostly on social security and a fixed pension instead of a traditional paycheck?
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 Social Security pension DTI gross up nontaxable income documentation Google ↗
Freddie Mac guide retirement income Social Security pension qualifying income debt to income ratio Google ↗
- Social Security Income · guide-selling.fanniemae.com
- Annuity, Pension, or Retirement Income · guide-selling.fanniemae.com
- General Income Information · selling-guide.fanniemae.com
- Debt-to-Income Ratios · selling-guide.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 Social Security pension DTI gross up nontaxable income documentation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Freddie Mac guide retirement income Social Security pension qualifying income debt to income ratio OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |