Real ChatGPT answer · index seedyEHqN2w1GRscompleteHome services and improvement · roofinginformational
What is the typical labor versus material cost breakdown on a standard residential roof replacement estimate so I know if my contractor is ripping me off today?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the typical labor versus material cost breakdown on a standard residential roof replacement estimate so I know if my contractor is ripping me off today?
1 real search · 1 real-search pass
2026 typical residential asphalt shingle roof replacement cost labor materials percentage breakdown contractor estimateGoogle ↗
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). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
2026 typical residential asphalt shingle roof replacement cost labor materials percentage breakdown contractor estimate Google ↗
- Cost to Replace Roof Shingles in 2026 · nerdwallet.com
- Replacing Your Roof: A Comprehensive Guide · thisoldhouse.com
- Roofing Labor Cost Per Square & Per Sq Ft (2026 Guide) · gorillaroofing.com
- How Much Does a Roof Replacement Cost? (2026) · homeguide.com