What are the current labor and material cost trends affecting commercial roof replacements for warehouses in the midwest
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the current labor and material cost trends affecting commercial roof replacements for warehouses in the midwest
3 real searches · 1 real-search pass
2026 Midwest commercial roofing labor costs shortage wages union roofing contractors warehouse replacement trendsGoogle ↗
OBSERVEDReason
2026 roofing material price trends TPO EPDM polyiso insulation cover board steel Midwest commercial roof replacementGoogle ↗
OBSERVEDComparison
2026 construction cost index roofing labor material prices Midwest ENR BLS producer price index roofing materialsGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
2026 Midwest commercial roofing labor costs shortage wages union roofing contractors warehouse replacement trends Google ↗
2026 roofing material price trends TPO EPDM polyiso insulation cover board steel Midwest commercial roof replacement Google ↗
2026 construction cost index roofing labor material prices Midwest ENR BLS producer price index roofing materials Google ↗
- 3Q 2026 Cost Report: Wages Remain High as Shortages in the Labor Market Continue · enr.com
- Construction Workforce Shortages Remain Acute Despite ‘Soft’ Market Conditions As Data Centers Strain Labor Supply, Survey Finds · agc.org
- Summer 2026 Construction Market Trends Report · interactive.usa.skanska.com
- Power Construction_Market Analysis_Q2 2026 - Flipbook by Power Marketing · fliphtml5.com
- CONSTRUCTION ECONOMICS · enr.com
- Producer Price Index by Industry: New Nonresidential Building Construction by Contractor Type/Region: Roofing Contractors for Midwest Census Region (PCU2364002364002233) | FRED · fred.stlouisfed.org
- Commercial Roofing Costs per Square Foot (2026) · theroofingbrief.com
- 2026 Roofing Cost Report: National + Regional Data · theroofingbrief.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 Midwest commercial roofing labor costs shortage wages union roofing contractors warehouse replacement trends OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
2026 roofing material price trends TPO EPDM polyiso insulation cover board steel Midwest commercial roof replacement OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 construction cost index roofing labor material prices Midwest ENR BLS producer price index roofing materials OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |