Does getting a metal roof instead of asphalt actually increase home valuation enough to justify the double price tag for our family budget?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Does getting a metal roof instead of asphalt actually increase home valuation enough to justify the double price tag for our family budget?
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 vs asphalt shingles resale value return on investment cost value report 2025 2026 Google ↗
metal roofing cost lifespan asphalt shingles lifespan maintenance resale value appraisal study Google ↗
- Does a New Roof Increase Home Value? · redfin.com
- Metal Roof Cost by System and Service Life · tallysquare.com
- Does a New Roof Increase Home Value? 2025 ROI Data · theroofingbrief.com
- Metal Roof vs. Asphalt Shingles: Cost, Lifespan and Installation · nerdwallet.com
- Does a New Roof Increase Home Value? ROI, Costs, and What Sellers Need to Know · opendoor.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
metal roof vs asphalt shingles resale value return on investment cost value report 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
metal roofing cost lifespan asphalt shingles lifespan maintenance resale value appraisal study OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |