How do agents successfully dispute low home appraisals using recent comparable sales data from the MLS?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do agents successfully dispute low home appraisals using recent comparable sales data from the MLS?
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
Fannie Mae appraisal reconsideration of value requirements comparable sales 2025 2026 MLS guidance Google ↗
Freddie Mac appraisal reconsideration of value process borrower comparable sales guidance Google ↗
- Reconsideration of Value (ROV) · singlefamily.fanniemae.com
- Interagency Guidance on Reconsiderations of Value of Residential Real Estate Valuations · federalreserve.gov
- Section 5604.4 · guide.freddiemac.com
- Fannie Mae Selling Guide March 4, 2026 · singlefamily.fanniemae.com
- Comparable Sales · selling-guide.fanniemae.com
- Appraiser Update · singlefamily.fanniemae.com
- Sales Comparison Approach Section of the Appraisal Report · selling-guide.fanniemae.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Fannie Mae appraisal reconsideration of value requirements comparable sales 2025 2026 MLS guidance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Freddie Mac appraisal reconsideration of value process borrower comparable sales guidance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |