Real ChatGPT answer · index seedoa7qeAHpmNMcompleteReal estate · home inspectionsinformational

Are epoxied pipes safe for drinking water and do they hold up well against hard water corrosion over time?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are epoxied pipes safe for drinking water and do they hold up well against hard water corrosion over time?
1 real search · 1 real-search pass
NSF ANSI CAN 61 epoxy pipe lining potable water certification requirements corrosion hard water pipe lining lifespanGoogle ↗
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
NSF ANSI CAN 61 epoxy pipe lining potable water certification requirements corrosion hard water pipe lining lifespan Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
NSF ANSI CAN 61 epoxy pipe lining potable water certification requirements corrosion hard water pipe lining lifespan
OBSERVED
Google ↗
AI Mode ↗
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