Real ChatGPT answer · index seedBWkSSCcu2VEcompleteHome services and improvement · roofingcommercial
What are the current market prices per square for premium architectural shingles from major manufacturers like IKO, Malarkey, and Tamko?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the current market prices per square for premium architectural shingles from major manufacturers like IKO, Malarkey, and Tamko?
1 real search · 1 real-search pass
2026 current price per square premium architectural asphalt shingles IKO Dynasty Malarkey Vista Legacy TAMKO Heritage Titan XT material costGoogle ↗
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). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
2026 current price per square premium architectural asphalt shingles IKO Dynasty Malarkey Vista Legacy TAMKO Heritage Titan XT material cost Google ↗
- Shingle Supply House Pricing 2026: Per Bundle, Per Sq · theroofingbrief.com
- Shingle Prices Per Bundle 2026: Real Supply House Numbers · theroofingbrief.com
- IKO Shingles Review (2026): Dynasty & Cambridge · theroofingbrief.com
- Malarkey Roofing Products 251 Vista Technical Data Sheet · malarkeyroofing.com