Real ChatGPT answer · index seedFGAql8H1xA4completeHome services and improvement · roofinginformational
What should I look for in a lender agreement when financing a new roof through unsecured home improvement loans versus a home equity line of credit?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What should I look for in a lender agreement when financing a new roof through unsecured home improvement loans versus a home equity line of credit?
3 real searches · 1 real-search pass
CFPB HELOC booklet variable rate draw period repayment period fees foreclosure home equity line of creditGoogle ↗
OBSERVEDReason
CFPB personal loan APR origination fee prepayment penalty unsecured loan consumer guidanceGoogle ↗
OBSERVEDReason
FTC home improvement financing contractor loan cancellation roof financing deferred interestGoogle ↗
OBSERVEDOther / navigational
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
CFPB HELOC booklet variable rate draw period repayment period fees foreclosure home equity line of credit Google ↗
CFPB personal loan APR origination fee prepayment penalty unsecured loan consumer guidance Google ↗
FTC home improvement financing contractor loan cancellation roof financing deferred interest Google ↗
- What is a home equity line of credit (HELOC)? · consumerfinance.gov
- Interagency Guidance on Home Equity Lines of Credit Nearing Their End-of-Draw Periods · federalreserve.gov
- What fees can my lender charge if I take out a HELOC? · consumerfinance.gov
- Home Equity Loans and Home Equity Lines of Credit · consumer.ftc.gov
- Home Equity Loans and Home Equity Lines of Credit · consumer.ftc.gov
- I wanted to take out a Home Equity Line of Credit but my lender told me the terms have changed. What can I do? · consumerfinance.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CFPB HELOC booklet variable rate draw period repayment period fees foreclosure home equity line of credit OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
CFPB personal loan APR origination fee prepayment penalty unsecured loan consumer guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
FTC home improvement financing contractor loan cancellation roof financing deferred interest OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |