Real ChatGPT answer · index seedOhXxKmAT7AocompleteHome services and improvement · roofinginformational
What does a typical contractor charge for lead pipe boot replacement services in the pacific northwest nowadays?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What does a typical contractor charge for lead pipe boot replacement services in the pacific northwest nowadays?
1 real search · 1 real-search pass
2026 Pacific Northwest cost replace lead plumbing vent pipe boot flashing roofing contractor price Washington OregonGoogle ↗
OBSERVED
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 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
2026 Pacific Northwest cost replace lead plumbing vent pipe boot flashing roofing contractor price Washington Oregon Google ↗
- How Much Does It Cost to Replace Roof Vent Boots in Portland, OR? · angi.com
- How Much Does It Cost to Replace Roof Vent Boots in Seattle, WA? · angi.com
- Roofing Prices in Portland, OR (2026 Guide) · myconstructionroofing.com