How much value does a new roof add to a home appraisal compared to its actual installation cost in today sluggish housing market
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much value does a new roof add to a home appraisal compared to its actual installation cost in today sluggish housing market
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
2025 2026 roof replacement resale value cost recouped Cost vs Value report asphalt roofing appraisal home value Michigan Google ↗
2026 housing market sluggish buyer market home sales inventory affordability United States October 2026 Google ↗
- CVV Projects · jlconline.com
- Research Update · nar.realtor
- Fewer Buyers Go Under Contract as Mortgage Rates Remain High · nar.realtor
- Price Cuts Reach Yearly High as Inventory Nears Pre-Pandemic Levels: Realtor.com® September Housing Report · mediaroom.realtor.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2025 2026 roof replacement resale value cost recouped Cost vs Value report asphalt roofing appraisal home value Michigan OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
2026 housing market sluggish buyer market home sales inventory affordability United States October 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |