Real ChatGPT answer · index seedSjL3KwN3YU4completeHome services and improvement · roofinginformational
Can you give me a realistic cost breakdown for commercial TPO roofing per square foot for a small warehouse in Ohio right now?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you give me a realistic cost breakdown for commercial TPO roofing per square foot for a small warehouse in Ohio right now?
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 Ohio commercial TPO roofing installation cost per square foot material labor tear off insulation 2026 Google ↗
Ohio commercial flat roof replacement cost per square foot TPO contractor pricing 2026 Google ↗
- Commercial Roofing Costs per Square Foot (2026) · theroofingbrief.com
- TPO Roofing Installation Cost 2026: Per Sq Ft & ISO Math · theroofingbrief.com
- What Does a Commercial Roof Cost in Ohio? (2026 Pricing Guide) · toledosuperiorcommercialroofing.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 Ohio commercial TPO roofing installation cost per square foot material labor tear off insulation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
Ohio commercial flat roof replacement cost per square foot TPO contractor pricing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |