Real ChatGPT answer · index seedKSQWrOXtJGAcompleteHome services and improvement · roofingcommercial
What is the current material-only cost variance for premium designer asphalt shingles versus standard 3-tab products from major suppliers?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the current material-only cost variance for premium designer asphalt shingles versus standard 3-tab products from major suppliers?
1 real search · 1 real-search pass
2026 asphalt shingle material cost per square 3-tab vs designer premium shingles GAF Owens Corning CertainTeed pricesGoogle ↗
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
2026 asphalt shingle material cost per square 3-tab vs designer premium shingles GAF Owens Corning CertainTeed prices Google ↗