Does a metal roof add more value to a residential property than a standard shingle roof when calculating future resale price
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Does a metal roof add more value to a residential property than a standard shingle roof when calculating future resale price
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
metal roof resale value compared with asphalt shingles home value appraisal ROI 2025 Google ↗
Philadelphia Pennsylvania metal roof resale value asphalt shingles buyer preferences roofing market Google ↗
- Does a New Roof Increase Home Value? 2025 ROI Data · theroofingbrief.com
- Does a New Roof Increase Home Value? · redfin.com
- Roof Replacement Cost Bucks County PA: 2026 Guide · ybrroofingsidingwindows.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
metal roof resale value compared with asphalt shingles home value appraisal ROI 2025 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Philadelphia Pennsylvania metal roof resale value asphalt shingles buyer preferences roofing market OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |