Which is safer against hail damage, a standing seam metal roof or high-end dimensional asphalt shingles?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which is safer against hail damage, a standing seam metal roof or high-end dimensional asphalt shingles?
1 real search · 1 real-search pass
standing seam metal roofing hail resistance versus impact resistant asphalt shingles UL 2218 Class 4 FM 4473 manufacturer guidanceGoogle ↗
OBSERVED
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 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
standing seam metal roofing hail resistance versus impact resistant asphalt shingles UL 2218 Class 4 FM 4473 manufacturer guidance Google ↗
- TECHNICAL BULLETIN · asphaltroofing.org
- 2025 FORTIFIED © Home Standard · fortifiedcommercial.org
- FORTIFIED Roof - FORTIFIED · fortifiedhome.org
- Asphalt Shingle Roofs · basc.pnnl.gov
- Metal Roofs · basc.pnnl.gov
- The Effects of Hail on Metal Roofing Systems · iibec.org