Real ChatGPT answer · index seedqP6sNv5xoRAcompleteHome services and improvement · roofingcommercial
What are the cheapest yet reliable asphalt shingle brands available this year for a mid sized home with a strict roofing budget
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the cheapest yet reliable asphalt shingle brands available this year for a mid sized home with a strict roofing budget
1 real search · 1 real-search pass
cheapest reliable asphalt shingle brands 2026 US pricing warranty budget architectural shinglesGoogle ↗
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).
Searches and sources
ChatGPT1 real searches · gpt-6
cheapest reliable asphalt shingle brands 2026 US pricing warranty budget architectural shingles Google ↗
- Shingle Prices Per Bundle 2026: Real Supply House Numbers · theroofingbrief.com
- Best Architectural Shingles 2026: Ranked + Bundle Prices · theroofingbrief.com
- Best Asphalt Shingle Brands of 2026: 7 Manufacturers Ranked · homesimple.org