What is the difference between a home equity loan and a home equity line of credit, and how do lenders evaluate household income to qualify borrowers?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the difference between a home equity loan and a home equity line of credit, and how do lenders evaluate household income to qualify borrowers?
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 home equity loan HELOC differences draw period repayment period variable interest rate Google ↗
Fannie Mae selling guide income qualification stable predictable income debt to income ratio employment income documentation mortgage underwriting Google ↗
- General Income Information · selling-guide.fanniemae.com
- Standards for Employment and Income Documentation · selling-guide.fanniemae.com
- Standards for Employment-Related Income · guide-selling.fanniemae.com
- Home Equity Loans and Home Equity Lines of Credit · consumer.ftc.gov
- Residential Real Estate Lending, Comptroller's Handbook · comptrollerofthecurrency.gov
- What is a home equity line of credit (HELOC)? · consumerfinance.gov
- CFPB Supervision and Examination Manual · files.consumerfinance.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CFPB home equity loan HELOC differences draw period repayment period variable interest rate OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Fannie Mae selling guide income qualification stable predictable income debt to income ratio employment income documentation mortgage underwriting OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |