Real ChatGPT answer · index seedkAmcZo6KL8scompleteHome services and improvement · roofinginformational
Can you recommend the cheapest brands of architectural versus three-tab shingles that still look decent and last more than ten years?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you recommend the cheapest brands of architectural versus three-tab shingles that still look decent and last more than ten years?
1 real search · 1 real-search pass
budget asphalt shingle brands three tab architectural shingles cost durability warranty 2026 GAF Owens Corning IKO AtlasGoogle ↗
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
budget asphalt shingle brands three tab architectural shingles cost durability warranty 2026 GAF Owens Corning IKO Atlas Google ↗
- Roofing Ratings & Reviews · consumerreports.org
- Best Roofing Shingles Brands (2026) · homeguide.com