Real ChatGPT answer · index seedEndI0NcikVQcompleteHome services and improvement · roofingcommercial
Can you summarize the latest consumer reports or contractor rankings for the best architectural asphalt shingles available on the market right now?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you summarize the latest consumer reports or contractor rankings for the best architectural asphalt shingles available on the market right now?
1 real search · 1 real-search pass
2026 best architectural asphalt shingles contractor rankings Consumer Reports GAF Owens Corning CertainTeed Atlas Malarkey reviewsGoogle ↗
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 best architectural asphalt shingles contractor rankings Consumer Reports GAF Owens Corning CertainTeed Atlas Malarkey reviews Google ↗
- Best Architectural Shingles 2026: Ranked + Bundle Prices · theroofingbrief.com
- 2026 Shingle Brand Comparison Report (7 Brands) · theroofingbrief.com
- Best Asphalt Shingles (2026): Top Brands Ranked · theroofingbrief.com
- 3 Best AsphRoofing Shingles of 2026, Lab-Tested and Reviewed · consumerreports.org
- Roofing Ratings & Reviews · consumerreports.org
- Best Roofing Reviews – Consumer Reports Reviews · consumerreports.org