Real ChatGPT answer · index seedSuCqljR32D4completeHome services and improvement · roofinginformational
Which shingle type holds up better to high winds between architectural and three-tab styles
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which shingle type holds up better to high winds between architectural and three-tab styles
1 real search · 1 real-search pass
architectural asphalt shingles wind warranty rating vs three tab shingles manufacturer wind resistance installationGoogle ↗
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
architectural asphalt shingles wind warranty rating vs three tab shingles manufacturer wind resistance installation Google ↗
- Wind Uplift of Asphalt Shingles: Sensitivity to Roof Slope and Installation Temperature · ibhs.org
- Asphalt Roofing Manufacturers Association · asphaltroofing.org
- Asphalt Shingle Roofs · basc.pnnl.gov