Real ChatGPT answer · index seedo2VbboBkxh4completeHome services and improvement · roofinginformational
How does the thickness of the membrane affect the overall commercial TPO roofing cost for a small industrial building
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does the thickness of the membrane affect the overall commercial TPO roofing cost for a small industrial building
1 real search · 1 real-search pass
2026 commercial TPO roofing installation cost per square foot 45 mil 60 mil 80 mil membrane pricingGoogle ↗
OBSERVEDShort fact
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
2026 commercial TPO roofing installation cost per square foot 45 mil 60 mil 80 mil membrane pricing Google ↗
- TPO Roof Cost: Installation Variables & Project Prices 2026 · fixr.com
- TPO Roofing Cost 2026: Price per Square Foot · roofs.wiki
- TPO Membrane Roof Cost Guide (2026 Update) · roofobservations.com