Real ChatGPT answer · index seedyOtv26WILIscompleteHome services and improvement · roofingcomparison
I need to know if GAF Timberline HDZ shingles are really worth the extra money compared to Owens Corning Duration when I am trying to keep my roof replacement under eight thousand dollars.
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The searches the AI actually ran for this prompt.
SEED QUERY
I need to know if GAF Timberline HDZ shingles are really worth the extra money compared to Owens Corning Duration when I am trying to keep my roof replacement under eight thousand dollars.
1 real search · 1 real-search pass
GAF Timberline HDZ vs Owens Corning Duration shingles warranty wind resistance installation features 2026Google ↗
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).
Searches and sources
ChatGPT1 real searches · gpt-6
GAF Timberline HDZ vs Owens Corning Duration shingles warranty wind resistance installation features 2026 Google ↗