Real ChatGPT answer · index seedSAOmkITMfTAcompleteHome services and improvement · roofingcommercial
What is the typical lifespan of a TPO membrane roof when installed on a residential flat roof addition?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the typical lifespan of a TPO membrane roof when installed on a residential flat roof addition?
1 real search · 1 real-search pass
TPO roofing membrane expected service life 20 30 years residential flat roof manufacturer warranty installation maintenanceGoogle ↗
OBSERVEDReason
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
TPO roofing membrane expected service life 20 30 years residential flat roof manufacturer warranty installation maintenance Google ↗
- Limited Warranty on GAF Single-Ply Roofing Materials · documents.gaf.com
- EverGuard® TPO Membrane · gaf.com
- Thermoplastic-Polyolefin Roofing (TPO) · azsfb.gov