Real ChatGPT answer · index seedn57xExHBJXocompleteHome services and improvement · roofinginformational
What is the price difference between architectural and three tab shingles installed, and is the shorter lifespan of three tab worth the upfront savings?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the price difference between architectural and three tab shingles installed, and is the shorter lifespan of three tab worth the upfront savings?
1 real search · 1 real-search pass
2026 asphalt shingle roof replacement cost installed three tab architectural shingles lifespan comparison United States 2026Google ↗
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 roof replacement cost installed three tab architectural shingles lifespan comparison United States 2026 Google ↗
- 3-Tab vs Architectural Shingles: Cost & Lifespan · theroofingbrief.com
- How Much Does an Asphalt Shingle Roof Cost? (2026) · homeguide.com
- Architectural Shingles vs. 3-Tab Shingles · angi.com