Real ChatGPT answer · index seedVtQRzSNywaAcompleteHome services and improvement · plumbingcommercial
Looking at pex piping vs copper for fixing a persistent leak behind our kitchen wall where local water is somewhat hard. Which holds up better?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking at pex piping vs copper for fixing a persistent leak behind our kitchen wall where local water is somewhat hard. Which holds up better?
1 real search · 1 real-search pass
PEX vs copper piping hard water corrosion pinhole leaks plumbing guidance manufacturer codeGoogle ↗
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
PEX vs copper piping hard water corrosion pinhole leaks plumbing guidance manufacturer code Google ↗
- PEX Plumbing Design and Installation Guide Third Edition_Ch. 3 · plasticpipe.org
- | Task Force Study FINAL REPORT None · msa.maryland.gov
- Design Guide · huduser.gov