Real ChatGPT answer · index seedttPWJxU45nwcompleteReal estate · home inspectionslocal

Can you recommend local contractors in Brooklyn who are experienced with replacing corroded galvanized supply lines with modern PEX tubing

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you recommend local contractors in Brooklyn who are experienced with replacing corroded galvanized supply lines with modern PEX tubing
1 real search · 1 real-search pass
Brooklyn NY plumbing contractors galvanized pipe replacement PEX repiping licensed plumberGoogle ↗
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
Brooklyn NY plumbing contractors galvanized pipe replacement PEX repiping licensed plumber Google ↗
  1. Repiping services · austinplumbingnyc.com
  2. Alpha Plumbing website · alphaplumbersnyc.com
  3. Repiping services · einsteinsplumbing.com
  4. Pipe replacement services · crpplumbingandheating.com
  5. Repiping services · locallaw152gasinspections.com
  6. Brooklyn Plumber website · brooklynplumberny.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Brooklyn NY plumbing contractors galvanized pipe replacement PEX repiping licensed plumber
OBSERVED
Google ↗
AI Mode ↗
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