How do I factor in current material inflation when estimating roof replacement costs for a multi-unit apartment building?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I factor in current material inflation when estimating roof replacement costs for a multi-unit apartment building?
1 real search · 1 real-search pass
2026 roofing material prices inflation producer price index roofing materials asphalt felt insulation metal roofing BLS latest October 2026Google ↗
OBSERVEDShort fact
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 roofing material prices inflation producer price index roofing materials asphalt felt insulation metal roofing BLS latest October 2026 Google ↗
- Producer Price Index by Commodity: Nonmetallic Mineral Products: Prepared Asphalt and Tar Roofing and Siding Products (WPU136101) | FRED · fred.stlouisfed.org
- Producer Price Index News Release · bls.gov
- Construction Input Costs Rise 11.9% From September 2025 To September 2026 As Price Increases Spread From Fuel & Metals To Other Goods & Deliveries · agc.org