How does the refinance home appraisal process actually work when you need to prove your equity increased after doing DIY remodeling work
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does the refinance home appraisal process actually work when you need to prove your equity increased after doing DIY remodeling work
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 requirements improvements condition comparable sales refinance appraisal borrower provide list renovations receipts permits Google ↗
CFPB refinance home appraisal loan-to-value equity appraisal process Google ↗
- Improvements Section of the Appraisal Report · selling-guide.fanniemae.com
- Review of the Appraisal Report · selling-guide.fanniemae.com
- Improvements Section of the Appraisal Report · guide-selling.fanniemae.com
- Understanding Home Appraisals · yourhome.fanniemae.com
- Why did I receive different valuations during the mortgage loan application process? · consumerfinance.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Fannie Mae appraisal requirements improvements condition comparable sales refinance appraisal borrower provide list renovations receipts permits OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
CFPB refinance home appraisal loan-to-value equity appraisal process OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |