How should I adjust my comparable sales grid for a kitchen remodel that used high end custom cabinetry versus standard builder grade finishes?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How should I adjust my comparable sales grid for a kitchen remodel that used high end custom cabinetry versus standard builder grade finishes?
1 real search · 1 real-search pass
residential real estate appraisal comparable sales adjustment kitchen quality custom cabinetry builder grade paired sales market extraction guidanceGoogle ↗
OBSERVEDComparison
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
residential real estate appraisal comparable sales adjustment kitchen quality custom cabinetry builder grade paired sales market extraction guidance Google ↗
- Adjustments to Comparable Sales · selling-guide.fanniemae.com
- Appraisal Institute Guide Notes · appraisalinstitute.org
- Sales Comparison Approach in Appraisals · api.homebuyer.com
- Improvements Section of the Appraisal Report · selling-guide.fanniemae.com