Real ChatGPT answer · index seedcx4rMOGdNi8completeHome services and improvement · roofingcommercial
How often do lead pipe boots actually fail, and should I upgrade to silicone boots the next time I have budget for roof maintenance?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How often do lead pipe boots actually fail, and should I upgrade to silicone boots the next time I have budget for roof maintenance?
2 real searches · 1 real-search pass
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
lead plumbing vent flashing boot lifespan failure lead vs silicone roof boot manufacturer guidance Google ↗
silicone plumbing vent roof flashing boot warranty UV resistance installation temperature roofing manufacturer Google ↗
- What is the average life expectancy of pipe boot flashings? · howtolookatahouse.com
- How to Install Lead Pipe Flashing · fraserroofing.ca
- Pipe Boots: How to Inspect & Evaluate Service Life · rhodenroofing.com
- TECHNICAL BULLETIN · rcabc.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
lead plumbing vent flashing boot lifespan failure lead vs silicone roof boot manufacturer guidance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
silicone plumbing vent roof flashing boot warranty UV resistance installation temperature roofing manufacturer OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |