Real ChatGPT answer · index seedTx0qhyuEhB8completeHome services and improvement · roofinginformational
Can you list the top five most affordable asphalt shingle brands ranked by price per square and customer satisfaction ratings?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you list the top five most affordable asphalt shingle brands ranked by price per square and customer satisfaction ratings?
1 real search · 1 real-search pass
2026 asphalt shingle brand prices per square customer reviews GAF Owens Corning CertainTeed IKO Atlas TAMKOGoogle ↗
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 asphalt shingle brand prices per square customer reviews GAF Owens Corning CertainTeed IKO Atlas TAMKO Google ↗
- How Much Does an Asphalt Shingle Roof Cost? (2026) · homeguide.com
- Shingle Supply House Pricing 2026: Per Bundle, Per Sq · theroofingbrief.com
- Best Shingle Brands for Your Roof in 2026: Top-Rated Options Compared · modernize.com
- IKO Cambridge Laminated Asphalt Shingle · ocbm-tx.com
- Roofing Ratings & Reviews · consumerreports.org