Real ChatGPT answer · index seedGalXWyTzd6McompleteHome services and improvement · roofingcomparison
What should our roofing company tell homeowners who ask if architectural shingles justify the extra cost over traditional three tab products in todays market?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What should our roofing company tell homeowners who ask if architectural shingles justify the extra cost over traditional three tab products in todays market?
1 real search · 1 real-search pass
2026 asphalt roofing shingle material cost architectural vs three tab price difference manufacturer wind warranty comparisonGoogle ↗
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
2026 asphalt roofing shingle material cost architectural vs three tab price difference manufacturer wind warranty comparison Google ↗
- Asphalt Shingle Roof Cost Installed 2026: Per Sq Ft · theroofingbrief.com
- 3-Tab vs Architectural Shingles: Cost & Lifespan · theroofingbrief.com
- Architectural Shingles vs. 3-Tab Shingles · angi.com