The roofing crew is arriving in two hours and I need a quick breakdown of whether standing seam metal is worth the extra cost over architectural shingles for long term hail resistance.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
The roofing crew is arriving in two hours and I need a quick breakdown of whether standing seam metal is worth the extra cost over architectural shingles for long term hail resistance.
1 real search · 1 real-search pass
standing seam metal roofing hail resistance versus architectural asphalt shingles UL 2218 impact ratings IBHS hail 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 architectural asphalt shingles UL 2218 impact ratings IBHS hail guidance Google ↗
- Relative Impact Resistance of Asphalt Shingles · ibhs.org
- Relative Impact Resistance of Shingles – Insurance Institute for Business & Home Safety · ibhs.org
- Asphalt Shingle Roofs · basc.pnnl.gov
- Roof 101 – Insurance Institute for Business & Home Safety · ibhs.org
- HAIL ROOF COVERS **Impact-Resistance Standards B · ibhs.org
- Metal Roofs · basc.pnnl.gov