Real ChatGPT answer · index seedByOdyT3Jyx8completeHome services and improvement · roofingcommercial
Can I do a lead pipe boot replacement myself using a kit from the hardware store or is it too risky for someone with no roofing experience?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can I do a lead pipe boot replacement myself using a kit from the hardware store or is it too risky for someone with no roofing experience?
1 real search · 1 real-search pass
DIY replace lead plumbing vent pipe roof boot flashing asphalt shingles safety installation manufacturer instructionsGoogle ↗
OBSERVEDInstruction
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
DIY replace lead plumbing vent pipe roof boot flashing asphalt shingles safety installation manufacturer instructions Google ↗
- Perma-Boot® Roof Flashing Repair · ipsplumbingproducts.com
- Damaged Plumbing Vent Boots · nonprofithomeinspections.org
- How to Install Lead Pipe Flashing · fraserroofing.ca
- INSTALLATION GUIDELINES · pdf.lowes.com