How do I verify if a roof replacement cost estimate provided by a seller on a multi family listing is realistic for today's labor and material prices?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I verify if a roof replacement cost estimate provided by a seller on a multi family listing is realistic for today's labor and material prices?
1 real search · 1 real-search pass
2026 commercial roofing replacement cost per square foot Massachusetts EPDM TPO labor materials New EnglandGoogle ↗
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 commercial roofing replacement cost per square foot Massachusetts EPDM TPO labor materials New England Google ↗
- TPO & EPDM Roof Cost Massachusetts 2026 · roofvista.com
- Commercial Roofing Cost MA 2026 ($4–$13/sqft) · roofvista.com
- Commercial Roofing Costs per Square Foot (2026) · theroofingbrief.com