Real ChatGPT answer · index seedZ6zKggC8JcccompleteHome services and improvement · roofingcommercial
I just bought a commercial building with a leaking TPO roof and I need to figure out the average TPO roofing cost per square foot for a full replacement starting this week.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I just bought a commercial building with a leaking TPO roof and I need to figure out the average TPO roofing cost per square foot for a full replacement starting this week.
1 real search · 1 real-search pass
commercial TPO roof replacement cost per square foot 2026 tear off insulation decking labor materials FloridaGoogle ↗
OBSERVEDComparison
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
commercial TPO roof replacement cost per square foot 2026 tear off insulation decking labor materials Florida Google ↗
- TPO Roof Lifespan in St. Petersburg, FL (2026) · scmroofingfl.com
- Commercial Roofing Cost in Florida (2026): Budget Guide · advancedroofing.com
- Commercial Roof Cost Per Sq Ft in Clearwater, FL · scmroofingfl.com