As parents trying to downsize does upgrading our roof right now make financial sense for our homes appraisal value or is it a waste
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
As parents trying to downsize does upgrading our roof right now make financial sense for our homes appraisal value or is it a waste
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
roof replacement resale value appraisal return on investment 2025 Cost vs Value report roof replacement appraisal home sale Google ↗
Fannie Mae appraisal roof condition remaining useful life roof replacement value appraisal Google ↗
- Does a New Roof Increase Home Value? · redfin.com
- COST VS. VALUE REPORT · entrylink.provia.com
- Improvements Section of the Appraisal Report · selling-guide.fanniemae.com
- Controlling For Collateral Defects · singlefamily.fanniemae.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
roof replacement resale value appraisal return on investment 2025 Cost vs Value report roof replacement appraisal home sale OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Fannie Mae appraisal roof condition remaining useful life roof replacement value appraisal OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |