Real ChatGPT answer · index seedxxQQ1v3gJsEcompleteHome services and improvement · roofingcomparison
What is the cheapest way to fix a leaking lead pipe boot on a steep pitched roof without paying a minimum service fee to a contractor?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the cheapest way to fix a leaking lead pipe boot on a steep pitched roof without paying a minimum service fee to a contractor?
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
repair leaking lead plumbing vent pipe roof boot rubber collar repair methods cost steep roof safety Google ↗
roof vent boot repair collar replacement product lead flashing boot repair collar Google ↗
- Roof Leak Around a Vent Pipe: Pipe Boot Fix & Cost (NJ) · roofersnj.com
- Is It Normal If Your Roof Leaks Around a Vent Pipe? · lifetimexteriors.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
repair leaking lead plumbing vent pipe roof boot rubber collar repair methods cost steep roof safety OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
roof vent boot repair collar replacement product lead flashing boot repair collar OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |