Real ChatGPT answer · index seedXcJXmLSzNAUcompleteFinance and banking · personal loansinformational
How do lenders calculate front end and back end debt to income ratios when evaluating a high earner with significant student loan debt?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do lenders calculate front end and back end debt to income ratios when evaluating a high earner with significant student loan debt?
3 real searches · 1 real-search pass
Fannie Mae Selling Guide student loans monthly debt obligation income-driven repayment plan 1% balanceGoogle ↗
OBSERVED
Freddie Mac Guide student loan debt monthly payment DTI repayment planGoogle ↗
OBSERVED
FHA student loan monthly payment debt-to-income ratio 0.5 percent outstanding balance handbookGoogle ↗
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 student loans monthly debt obligation income-driven repayment plan 1% balance Google ↗
Freddie Mac Guide student loan debt monthly payment DTI repayment plan Google ↗
FHA student loan monthly payment debt-to-income ratio 0.5 percent outstanding balance handbook Google ↗
- Monthly Debt Obligations · selling-guide.fanniemae.com
- Debt-to-Income Ratios · guide-selling.fanniemae.com
- Debt-to-Income Ratios · selling-guide.fanniemae.com
- FHA Single Family Housing Policy Handbook · hud.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Fannie Mae Selling Guide student loans monthly debt obligation income-driven repayment plan 1% balance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Freddie Mac Guide student loan debt monthly payment DTI repayment plan OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
FHA student loan monthly payment debt-to-income ratio 0.5 percent outstanding balance handbook OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |