What is the protocol for challenging a Fannie Mae property valuation if the appraiser used comparable sales from a completely different school district?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the protocol for challenging a Fannie Mae property valuation if the appraiser used comparable sales from a completely different school district?
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
ChatGPT2 real searches · gpt-6
Fannie Mae appraisal reconsideration of value ROV borrower process school district comparable sales Selling Guide 2026 Google ↗
Fannie Mae Selling Guide comparable sales different school district location neighborhood appraisal requirements school district Google ↗
- Comparable Sales · selling-guide.fanniemae.com
- Neighborhood Section of the Appraisal Report · selling-guide.fanniemae.com
- Appraisal Quality Matters · guide-selling.fanniemae.com
- Reconsideration of Value (ROV) · singlefamily.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 ROV borrower process school district comparable sales Selling Guide 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Fannie Mae Selling Guide comparable sales different school district location neighborhood appraisal requirements school district OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |