Which online valuation tool between Realtor.com and Redfin is trusted more by lenders when older adults apply for a HELOC?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which online valuation tool between Realtor.com and Redfin is trusted more by lenders when older adults apply for a HELOC?
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
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
HELOC lender home valuation automated valuation model appraisal Redfin Realtor.com estimate lender use OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Fannie Mae automated valuation model lender appraisal requirements HELOC home equity valuation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |