Real ChatGPT answer · index seedAe3LJzJ0LKwcompleteHome services and improvement · plumbingcomparison

Comparing the corrosion resistance of Type L copper piping versus Pex piping when exposed to aggressive acidic well water in rural service areas.

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Comparing the corrosion resistance of Type L copper piping versus Pex piping when exposed to aggressive acidic well water in rural service areas.
2 real searches · 1 real-search pass
acidic well water copper pipe corrosion low pH alkalinity dissolved carbon dioxide EPA copper plumbing corrosionGoogle ↗
OBSERVED
PEX pipe chemical resistance acidic water potable water manufacturer technical bulletin chlorine temperature limitationsGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
acidic well water copper pipe corrosion low pH alkalinity dissolved carbon dioxide EPA copper plumbing corrosion Google ↗
PEX pipe chemical resistance acidic water potable water manufacturer technical bulletin chlorine temperature limitations Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
acidic well water copper pipe corrosion low pH alkalinity dissolved carbon dioxide EPA copper plumbing corrosion
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
PEX pipe chemical resistance acidic water potable water manufacturer technical bulletin chlorine temperature limitations
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1