Real ChatGPT answer · index seedAMaxC96TsegcompleteHome services and improvement · roofingcommercial
I am living in my parents old house after graduation and the roof is leaking around the plumbing vent, so how much does a lead pipe boot replacement usually cost if I hire a local pro?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am living in my parents old house after graduation and the roof is leaking around the plumbing vent, so how much does a lead pipe boot replacement usually cost if I hire a local pro?
1 real search · 1 real-search pass
2026 lead pipe boot replacement cost plumber vent roof flashing California labor price YucaipaGoogle ↗
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). 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
2026 lead pipe boot replacement cost plumber vent roof flashing California labor price Yucaipa Google ↗
- Roof Repair Cost in Yucaipa, CA (2026) · 3droofs.com
- How Much Does It Cost to Replace Roof Vent Boots [2026 Data] · angi.com