Are architectural asphalt shingles really that much worse than standing seam metal roofs for a budget constrained new build in the Midwest?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are architectural asphalt shingles really that much worse than standing seam metal roofs for a budget constrained new build in the Midwest?
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
architectural asphalt shingles vs standing seam metal roof cost lifespan hail wind Midwest ice dams building science Google ↗
Minnesota roofing asphalt shingles standing seam metal roof cost installed lifespan hail insurance building code Google ↗
- ASPHALT SHINGLE ROOFING AND THE · dli.mn.gov
- Roof performance is based on where the home is located and the perils that impact it. For example, an asphalt shingle roof even after 8-10 years becomes very vulnerable to severe winds from hurricanes or severe thunderstorms. A standing seam metal roof is one of the most resilient roofs to severe weather such as hurricanes and thunderstorms. But proper installation is crucial to its life expectancy. A good product installed incorrectly will not perform as the manufacturer has intended. · iii.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
architectural asphalt shingles vs standing seam metal roof cost lifespan hail wind Midwest ice dams building science OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Minnesota roofing asphalt shingles standing seam metal roof cost installed lifespan hail insurance building code OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |