Are architectural shingles really worth the extra cost compared to traditional three tab shingles if I am on a tight budget trying to flip a fixer upper house?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are architectural shingles really worth the extra cost compared to traditional three tab shingles if I am on a tight budget trying to flip a fixer upper house?
1 real search · 1 real-search pass
2026 asphalt shingle roofing cost three tab vs architectural shingles material and installation cost differences; roof replacement resale curb appealGoogle ↗
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 shingle roofing cost three tab vs architectural shingles material and installation cost differences; roof replacement resale curb appeal Google ↗
- Architectural Shingles vs. 3-Tab Shingles · angi.com
- Roofing with Architectural vs. Asphalt Shingles · servpro.com
- 3-Tab vs Architectural Shingles: Cost & Lifespan · theroofingbrief.com