Real ChatGPT answer · index seedewm8BhgcGMIcompleteHome services and improvement · roofinginformational
Can you compare the current average lifespan and installation costs of asphalt versus metal roof materials for a starter home in a snowy climate?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare the current average lifespan and installation costs of asphalt versus metal roof materials for a starter home in a snowy climate?
1 real search · 1 real-search pass
2026 average asphalt shingle vs metal roof installed cost per square foot lifespan US residential roofing snow climateGoogle ↗
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 average asphalt shingle vs metal roof installed cost per square foot lifespan US residential roofing snow climate Google ↗
- Shingles vs. Metal Roof Cost (2026 Guide) · thisoldhouse.com
- How Much Does It Cost to Shingle a Roof? (2026) · homeguide.com
- Metal Roof vs. Asphalt Shingles: Cost, Lifespan and Installation · nerdwallet.com
- Roof Cost Per Square Foot in 2026: Asphalt, Metal, Tile, Slate · theroofingbrief.com
- Cost-Reduction Roadmap for · nrel.gov