As a retiree living on a fixed pension, should I be looking into securing home equity lines right now or is a cash out refinance safer?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
As a retiree living on a fixed pension, should I be looking into securing home equity lines right now or is a cash out refinance safer?
3 real searches · 1 real-search pass
CFPB HELOC risks variable interest rate draw period repayment period cash out refinance consumer guidanceGoogle ↗
OBSERVEDReason
CFPB cash out refinance risks closing costs mortgage refinancing consumer guidanceGoogle ↗
OBSERVEDReason
HUD HECM reverse mortgage counseling age 62 requirements officialGoogle ↗
OBSERVEDDefinition
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
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CFPB HELOC risks variable interest rate draw period repayment period cash out refinance consumer guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
CFPB cash out refinance risks closing costs mortgage refinancing consumer guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
HUD HECM reverse mortgage counseling age 62 requirements official OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 |