Do metal roofs really last longer than asphalt shingles in areas with heavy hail and extreme weather?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Do metal roofs really last longer than asphalt shingles in areas with heavy hail and extreme weather?
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
metal roofing vs asphalt shingles hail resistance impact ratings UL 2218 Class 4 standing seam hail damage insurance Google ↗
FEMA hail resistant roofing metal roofs asphalt shingles hail durability extreme wind roof guidance Google ↗
- Metal Roofs · basc.pnnl.gov
- Natural Weathering and Hazard Exposure – Insurance Institute for Business & Home Safety · ibhs.org
- Insurance Institute for Business & Home Safety® · fortifiedhome.org
- Improving Windstorm and Tornado · fema.gov
- Asphalt Shingle Roofs · basc.pnnl.gov
- Impact-resistant shingles and roofing materials · gaf.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
metal roofing vs asphalt shingles hail resistance impact ratings UL 2218 Class 4 standing seam hail damage insurance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
FEMA hail resistant roofing metal roofs asphalt shingles hail durability extreme wind roof guidance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |