Which roofing material holds up better against high winds and severe thunderstorms in the Midwest, architectural shingles or a modern metal roof?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which roofing material holds up better against high winds and severe thunderstorms in the Midwest, architectural shingles or a modern metal roof?
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
IBHS roof wind resistance metal roofing architectural asphalt shingles severe thunderstorms hail installation guidance Google ↗
FEMA metal roofing wind resistance standing seam asphalt shingles wind uplift hail roof guidance Google ↗
- Improving Windstorm and Tornado · fema.gov
- Natural Weathering and Hazard Exposure – Insurance Institute for Business & Home Safety · ibhs.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 |
|---|---|---|---|---|---|---|---|
IBHS roof wind resistance metal roofing architectural asphalt shingles severe thunderstorms hail installation guidance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
FEMA metal roofing wind resistance standing seam asphalt shingles wind uplift hail roof guidance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |