Real ChatGPT answer · index seedSVCyVkPtZ28completeHome services and improvement · roofingcommercial
What are the current market prices for installing commercial TPO roofing on a 5000 square foot building in Texas?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the current market prices for installing commercial TPO roofing on a 5000 square foot building in Texas?
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 Texas commercial TPO roofing installation cost per square foot labor materials 60 mil 80 mil Google ↗
Texas commercial TPO roof replacement cost per square foot 2026 insulation tear off installation Google ↗
- Commercial Roofing Costs per Square Foot (2026) · theroofingbrief.com
- Commercial TPO Roofing in Texas: EverGuard · arproofing.com
- Commercial Roofing in San Antonio · wannamakerroofing.com
- TPO Roofing Cost Per Square 2026: 45/60/80-Mil · theroofingbrief.com
- Commercial Roof Replacement Cost in Texas · arproofing.com
- Commercial Roof Cost in Texas (2026 Ranges) · corecommercialroofing.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 Texas commercial TPO roofing installation cost per square foot labor materials 60 mil 80 mil OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
Texas commercial TPO roof replacement cost per square foot 2026 insulation tear off installation OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |