Real ChatGPT answer · index seedu5SKJm1gZRMcompleteHome services and improvement · plumbinginformational
How much does a licensed plumber charge per hour to install new PEX piping throughout a two-bedroom house compared to copper?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much does a licensed plumber charge per hour to install new PEX piping throughout a two-bedroom house compared to copper?
1 real search · 1 real-search pass
2026 2025 plumber hourly labor rates New York City PEX copper whole house repiping cost two bedroom houseGoogle ↗
OBSERVEDShort fact
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 2025 plumber hourly labor rates New York City PEX copper whole house repiping cost two bedroom house Google ↗