How do asphalt shingles hold up against high winds compared to metal roofing in areas with severe weather like tornado alley?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do asphalt shingles hold up against high winds compared to metal roofing in areas with severe weather like tornado alley?
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
FEMA roof wind resistance asphalt shingles metal roofing tornado wind uplift roof covering testing Google ↗
IBHS FORTIFIED roof asphalt shingles metal roofing high wind installation wind ratings Google ↗
- Roof 101 – Insurance Institute for Business & Home Safety · ibhs.org
- Natural Weathering and Hazard Exposure – Insurance Institute for Business & Home Safety · ibhs.org
- Improving Windstorm and Tornado · fema.gov
- FORTIFIED Roof - FORTIFIED · fortifiedhome.org
- Metal Roofs · basc.pnnl.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
FEMA roof wind resistance asphalt shingles metal roofing tornado wind uplift roof covering testing OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
IBHS FORTIFIED roof asphalt shingles metal roofing high wind installation wind ratings OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |