Real ChatGPT answer · index seedKqzXSSjKaJEcompleteHome services and improvement · roofinginformational
Can lightweight composite roof tiles withstand heavy hail impacts better than standard asphalt shingles?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can lightweight composite roof tiles withstand heavy hail impacts better than standard asphalt shingles?
1 real search · 1 real-search pass
lightweight composite roof shingles hail resistance UL 2218 Class 4 compared asphalt shingles testing limitationsGoogle ↗
OBSERVEDComparison
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.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
lightweight composite roof shingles hail resistance UL 2218 Class 4 compared asphalt shingles testing limitations Google ↗
- Asphalt Shingle Product and Test Standards · asphaltroofing.org
- Class 4 Roof Shingles · gaf.com
- Relative Impact Resistance of Shingles – Insurance Institute for Business & Home Safety · ibhs.org
- HAIL ROOF COVERS **Impact-Resistance Standards B · ibhs.org