Real ChatGPT answer · index seedDQbr2rreO2wcompleteHome services and improvement · roofingcommercial
What are the top-rated architectural shingle brands according to recent consumer reviews and contractor forums for someone on a strict budget?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the top-rated architectural shingle brands according to recent consumer reviews and contractor forums for someone on a strict budget?
1 real search · 1 real-search pass
2025 2026 homeowner reviews contractor forums best budget architectural asphalt shingles GAF Timberline HDZ Owens Corning Oakridge CertainTeed Landmark IKO Cambridge Atlas Pinnacle PristineGoogle ↗
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
2025 2026 homeowner reviews contractor forums best budget architectural asphalt shingles GAF Timberline HDZ Owens Corning Oakridge CertainTeed Landmark IKO Cambridge Atlas Pinnacle Pristine Google ↗
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- Best Architectural Shingles 2026: Ranked + Bundle Prices · theroofingbrief.com
- View product · lowes.com
- View product · sabersales.shop
Queries
1 queries · click a column to sort