Real ChatGPT answer · index seedsLFgncTuio8completeHome services and improvement · roofingcommercial
My budget is pretty tight as a recent grad buying my first fixer upper, so can you compare Owens Corning versus GAF architectural shingles for price and lifespan based on recent contractor reviews?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My budget is pretty tight as a recent grad buying my first fixer upper, so can you compare Owens Corning versus GAF architectural shingles for price and lifespan based on recent contractor reviews?
1 real search · 1 real-search pass
2026 contractor reviews Owens Corning Duration vs GAF Timberline HDZ architectural shingles price lifespan installation reviewsGoogle ↗
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
2026 contractor reviews Owens Corning Duration vs GAF Timberline HDZ architectural shingles price lifespan installation reviews Google ↗
- TruDefinition® Duration® Shingles · owenscorning.com
- Timberline HDZ: GAF's #1-selling shingle · gaf.com
- Owens Corning Duration vs GAF Timberline HDZ: Which Is Better? · roofingarmy.com