Real ChatGPT answer · index seedIKoXneLBi48completeHome services and improvement · roofingcommercial
We live in a heavy snow region, so which asphalt shingle brands have the strongest granule adhesion to prevent winter wear and tear?
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The searches the AI actually ran for this prompt.
SEED QUERY
We live in a heavy snow region, so which asphalt shingle brands have the strongest granule adhesion to prevent winter wear and tear?
1 real search · 1 real-search pass
asphalt shingle granule adhesion granule loss manufacturer technical data Malarkey GAF CertainTeed Owens CorningGoogle ↗
OBSERVED
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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
asphalt shingle granule adhesion granule loss manufacturer technical data Malarkey GAF CertainTeed Owens Corning Google ↗
- NEX® Polymer Modified Asphalt · malarkeyroofing.com
- FAQ · malarkeyroofing.com
- Malarkey Roofing Products 251 Vista Technical Data Sheet · malarkeyroofing.com
- CertainTeed Roofing NorthGate ClimateFlex SBS-Modified Asphalt Shingles – Max Def Silver Birch, 38-3/4 in L x 13-1/4 in W, 5-5/8 in Exposure · waybilt.com
- ROOF SHINGLE HAIL IMPACT RATINGS · fortifiedhome.org
- Grand Sequoia Shingles: Designer Roofing Shingles · gaf.ca
- Technical Advisory Bulletin · gaf.com
- Technical Advisory Bulletin · documents.gaf.com
- What If I have Granule Loss Concerns? · gaf.com