Real ChatGPT answer · index seedwtyUzu2i6dYcompleteHome services and improvement · roofinginformational
We are converting our flat warehouse roof and I urgently need the average per square foot cost for commercial TPO roofing installation in our area.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We are converting our flat warehouse roof and I urgently need the average per square foot cost for commercial TPO roofing installation in our area.
1 real search · 1 real-search pass
Columbus Ohio commercial TPO roofing installation cost per square foot 2026 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
Columbus Ohio commercial TPO roofing installation cost per square foot 2026 pricing Google ↗
- Commercial Roofing in Columbus OH · commercialroofguide.com
- What Does a Commercial Roof Cost in Ohio? (2026 Pricing Guide) · toledosuperiorcommercialroofing.com
- Commercial Roofing Costs per Square Foot (2026) · theroofingbrief.com
- Commercial Roofing Contractor in Central Ohio · midohioroofingco.com