Analyze the variance between Redfin automated valuation estimates and a licensed appraiser's opinion of value during a cash-out refinance.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Analyze the variance between Redfin automated valuation estimates and a licensed appraiser's opinion of value during a cash-out refinance.
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
Redfin Estimate accuracy limitations not an appraisal official Redfin Google ↗
Fannie Mae appraisal reconsideration of value borrower appraisal concerns comparable sales guidelines Google ↗
- Redfin Estimate FAQ · support.redfin.com
- About the Redfin Estimate · redfin.com
- Comparable Sales · selling-guide.fanniemae.com
- Appraisal Quality Matters · guide-selling.fanniemae.com
- Reconsideration of Value (ROV) · singlefamily.fanniemae.com
- Fannie Mae Selling Guide March 4, 2026 · singlefamily.fanniemae.com
- Interagency Guidance on Reconsiderations of Value of Residential Real Estate Valuations · federalreserve.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Redfin Estimate accuracy limitations not an appraisal official Redfin OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Fannie Mae appraisal reconsideration of value borrower appraisal concerns comparable sales guidelines OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |