Real ChatGPT answer · index seedOxqVnyToKm0completeHome services and improvement · roofingcomparison
Is a stone-coated steel roof better than traditional asphalt shingles for resale value if we plan to sell our house in five years when our oldest starts middle school?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is a stone-coated steel roof better than traditional asphalt shingles for resale value if we plan to sell our house in five years when our oldest starts middle school?
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
stone coated steel roof resale value compared with asphalt shingles home resale return on investment 2025 2026 Google ↗
stone coated steel roofing cost vs asphalt shingles lifespan insurance resale buyer perception real estate Google ↗
- Does a New Roof Increase Home Value? 2025 ROI Data · theroofingbrief.com
- Does a New Roof Increase Home Value? · redfin.com
- Metal vs. Asphalt Roofing in the DMV: Which Is Right? · udroofing.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 |
|---|---|---|---|---|---|---|---|
stone coated steel roof resale value compared with asphalt shingles home resale return on investment 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
stone coated steel roofing cost vs asphalt shingles lifespan insurance resale buyer perception real estate OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |