Real ChatGPT answer · index seedEAjeqzAasBccompleteHome services and improvement · roofingcommercial
Why are my plumbing vent boots cracking after only five years, and is there a rubber or lead replacement that lasts longer?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why are my plumbing vent boots cracking after only five years, and is there a rubber or lead replacement that lasts longer?
1 real search · 1 real-search pass
roof plumbing vent pipe flashing boot materials EPDM silicone lead lifetime UV resistance comparisonGoogle ↗
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).
Searches and sources
ChatGPT1 real searches · gpt-6
roof plumbing vent pipe flashing boot materials EPDM silicone lead lifetime UV resistance comparison Google ↗
- Pipe Flashing · info.mcelroymetal.com
- Pipe Boots: How to Inspect & Evaluate Service Life · rhodenroofing.com
- Pipe Boot Flashing - Roofing Component Guide · capout.ai
- PowerPoint Presentation · cdn.roofingdirect.com
- Lifetime Tool · lifetimetool.com