Which is more durable against hail and high winds over a thirty-year mortgage, a class 4 impact-resistant asphalt shingle or a basic corrugated metal roof, and what is the price premium?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which is more durable against hail and high winds over a thirty-year mortgage, a class 4 impact-resistant asphalt shingle or a basic corrugated metal roof, and what is the price premium?
2 real searches · 1 real-search pass
Class 4 impact resistant asphalt shingles UL 2218 hail warranty wind rating durability lifespan metal roofing exposed fastener corrugated steel roof lifespan maintenanceGoogle ↗
OBSERVEDReason
2026 corrugated metal roofing installed cost per square asphalt class 4 impact resistant shingles cost premium per squareGoogle ↗
OBSERVEDComparison
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
Class 4 impact resistant asphalt shingles UL 2218 hail warranty wind rating durability lifespan metal roofing exposed fastener corrugated steel roof lifespan maintenance Google ↗
2026 corrugated metal roofing installed cost per square asphalt class 4 impact resistant shingles cost premium per square Google ↗
- Insurance Institute for Business & Home Safety® · fortifiedhome.org
- ENHANCED IMPACT RESISTANCE TO HAIL · dcpd6wotaa0mb.cloudfront.net
- ATLAS TECHNICAL BULLETIN · atlasroofing.com
- MRA_Buyers Guide Update 2024-03-18.indd · metalroofing.com
- How Weather Affects Roofing Materials · metalroofingokc.net
- What Does a Roof Replacement Cost in Georgia in 2026? · 3droofs.com
- Georgia Roof Replacement Cost 2026 · newrelic.roofinghut.com
- Metal Roof Cost in Augusta, GA (2026 Guide) · augustametalroofers.com
- 2026 Roofing Material Lifespan Report: Data vs. Claims · theroofingbrief.com
- How Much Does a Roof Replacement Cost in Georgia? (2026) · domroofing.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Class 4 impact resistant asphalt shingles UL 2218 hail warranty wind rating durability lifespan metal roofing exposed fastener corrugated steel roof lifespan maintenance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
2026 corrugated metal roofing installed cost per square asphalt class 4 impact resistant shingles cost premium per square OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |