Can replacing the countertops and cabinets this morning before the appraiser arrives actually push our kitchen remodel ROI high enough to avoid bringing cash to the closing table?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can replacing the countertops and cabinets this morning before the appraiser arrives actually push our kitchen remodel ROI high enough to avoid bringing cash to the closing table?
1 real search · 1 real-search pass
Fannie Mae appraisal renovations completed before appraisal kitchen improvements contributory value comparable sales lender loan to value cash to closeGoogle ↗
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
Fannie Mae appraisal renovations completed before appraisal kitchen improvements contributory value comparable sales lender loan to value cash to close Google ↗
- Understanding Home Appraisals · yourhome.fanniemae.com
- Improvements Section of the Appraisal Report · selling-guide.fanniemae.com