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Are CertainTeed Landmark Pro shingles significantly better at withstanding high winds than the standard architectural shingles from Owens Corning
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are CertainTeed Landmark Pro shingles significantly better at withstanding high winds than the standard architectural shingles from Owens Corning
1 real search · 1 real-search pass
CertainTeed Landmark PRO wind warranty 110 mph 130 mph installation requirements compared Owens Corning Oakridge Duration wind warrantyGoogle ↗
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
CertainTeed Landmark PRO wind warranty 110 mph 130 mph installation requirements compared Owens Corning Oakridge Duration wind warranty Google ↗
- Landmark® PRO · certainteed.com
- LIMITED LIFETIME WARRANTY INFORMATION TABLE · dcpd6wotaa0mb.cloudfront.net
- Owens Corning® Asphalt Shingles · dcpd6wotaa0mb.cloudfront.net