What strategies can a dual income family use to lower their debt to income ratio before applying for a major home mortgage?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What strategies can a dual income family use to lower their debt to income ratio before applying for a major home mortgage?
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
CFPB debt-to-income ratio mortgage what counts monthly debt payments mortgage application Google ↗
Fannie Mae debt-to-income ratio revolving debt installment debt paid off before closing mortgage guidelines Google ↗
- Monthly Debt Obligations · selling-guide.fanniemae.com
- Debts Paid Off At or Prior to Closing · selling-guide.fanniemae.com
- Debt-to-Income Ratios · selling-guide.fanniemae.com
- What is a debt-to-income ratio? · consumerfinance.gov
- § 1026.43 Minimum standards for transactions secured by a dwelling. · consumerfinance.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CFPB debt-to-income ratio mortgage what counts monthly debt payments mortgage application OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Fannie Mae debt-to-income ratio revolving debt installment debt paid off before closing mortgage guidelines OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |