Real ChatGPT answer · index seed96upbgsnPl4completeHome services and improvement · roofingcommercial
What are the current price trends for commercial TPO roofing materials if we are considering a flat roof addition over our family room?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the current price trends for commercial TPO roofing materials if we are considering a flat roof addition over our family room?
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 membrane material prices per square foot price trends 2025 2026 US roofing cost Google ↗
2026 TPO roof installation cost per square foot Florida commercial flat roof 60 mil insulation cover board Google ↗
- mueller1875.com · mueller1875.com
- GAFDecember 2, 2024We · rwc.org
- TPO Roofing Cost Miami 2026: $9-$16/sq ft Installed · extremeroofingmiami.com
- Commercial Roof Replacement Cost · 561roofers.com
- View product · waybilt.com
- View product · waybilt.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 commercial TPO roofing membrane material prices per square foot price trends 2025 2026 US roofing cost OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
2026 TPO roof installation cost per square foot Florida commercial flat roof 60 mil insulation cover board OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |