Real ChatGPT answer · index seedeL7YU2tbHSwcompleteHome services and improvement · roofingcommercial
What is the average cost to install a commercial TPO roof on a flat section of a large residential outbuilding in Texas?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the average cost to install a commercial TPO roof on a flat section of a large residential outbuilding 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
Texas commercial TPO roof installation cost per square foot 2026 Google ↗
2026 commercial TPO roofing installation cost per square foot Texas labor materials tear off insulation Google ↗
- Commercial TPO Roofing in Texas: EverGuard · arproofing.com
- Commercial Roofing Cost Calculator San Antonio (2026 Prices) · commercialroofingsa.com
- Commercial Roofing Costs per Square Foot (2026) · theroofingbrief.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Texas commercial TPO roof installation cost per square foot 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
2026 commercial TPO roofing installation cost per square foot Texas labor materials tear off insulation OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |