Real ChatGPT answer · index seedk7UvkML1P0McompleteHome services and improvement · plumbinginformational
Is it better to use PEX piping or traditional copper pipes when renovating my parents old basement bathroom on a tight budget?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it better to use PEX piping or traditional copper pipes when renovating my parents old basement bathroom on a tight budget?
1 real search · 1 real-search pass
California residential plumbing code PEX copper approved materials 2025 bathroom remodel PEX installation requirementsGoogle ↗
OBSERVEDInstruction
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
California residential plumbing code PEX copper approved materials 2025 bathroom remodel PEX installation requirements Google ↗
- 2025 California Plumbing Code · iapmo.org
- 2025 California Plumbing Code · epubs.iapmo.org
- Codes · dgs.ca.gov