Real ChatGPT answer · index seedgOXox8Vsk4EcompleteHome services and improvement · roofingcomparison
Is architectural shingle installation really better than three tab for our local roofing company to pitch to residential clients on a tight budget?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is architectural shingle installation really better than three tab for our local roofing company to pitch to residential clients on a tight budget?
1 real search · 1 real-search pass
architectural shingles vs three tab shingles lifespan wind resistance warranty cost manufacturer roofing guideGoogle ↗
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
architectural shingles vs three tab shingles lifespan wind resistance warranty cost manufacturer roofing guide Google ↗
- Architectural Shingles Offer Aesthetic Appeal and Protection · gaf.com
- 3-Tab vs Architectural Shingles: Cost & Lifespan · theroofingbrief.com
- 3-Tab Vs. Architectural Shingles (2026) · todayshomeowner.com