How can I tell if a roofing contractor's quote for a large portfolio property is inflated or fair compared to current regional material costs?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can I tell if a roofing contractor's quote for a large portfolio property is inflated or fair compared to current regional material costs?
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). 1 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
Dallas Fort Worth commercial roofing material costs TPO membrane polyiso insulation 2026 regional pricing distributors Google ↗
2026 commercial roofing cost estimating benchmarks RSMeans roofing labor material regional Dallas Texas Google ↗
- TPO Roofing Cost Per Square 2026: 45/60/80-Mil · theroofingbrief.com
- Roof Cost Per Square Foot DFW · jrh-construction.com
- How Much Does a Commercial Roof Replacement Cost in DFW? · lonestarcommercialroof.com
- Commercial Roofing Costs per Square Foot (2026) · theroofingbrief.com
- Table of Contents · rsmeans.com
- Roofing Cost Benchmarks 2026 — Residential + Commercial · buildcrux.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Dallas Fort Worth commercial roofing material costs TPO membrane polyiso insulation 2026 regional pricing distributors OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 commercial roofing cost estimating benchmarks RSMeans roofing labor material regional Dallas Texas OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |