How much budget should I set aside for commercial TPO roofing cost when factoring in extra insulation requirements to meet current energy codes?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much budget should I set aside for commercial TPO roofing cost when factoring in extra insulation requirements to meet current energy codes?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
2026 commercial TPO roofing installation cost per square foot insulation cost estimates Google ↗
Virginia 2021 commercial energy conservation code roof insulation R-value climate zone 4A Ashburn commercial roof above deck Google ↗
- State Energy Code Fact Sheets · polyiso.org
- ENERGY EFFICIENCY · dhcd.virginia.gov
- 13VAC5-63-264. Chapter 13 Energy efficiency. · law.lis.virginia.gov
- Commercial Roofing Costs per Square Foot (2026) · theroofingbrief.com
- TPO Roofing Installation Cost 2026: Per Sq Ft & ISO Math · theroofingbrief.com
- TPO Roofing Contractors Leesburg VA · loudounroofinghic.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 commercial TPO roofing installation cost per square foot insulation cost estimates OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
Virginia 2021 commercial energy conservation code roof insulation R-value climate zone 4A Ashburn commercial roof above deck OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |