Real ChatGPT answer · index seedSYpSB11be1ocompleteTelecom and utilities · water and gas utilitiesinformational

What is the difference between reverse osmosis and pitcher water filters, and which one makes the most sense for renters?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What is the difference between reverse osmosis and pitcher water filters, and which one makes the most sense for renters?
1 real search · 1 real-search pass
EPA home water filters reverse osmosis pitcher filters NSF ANSI contaminant certification guidanceGoogle ↗
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)
Short factOther / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

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

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
EPA home water filters reverse osmosis pitcher filters NSF ANSI contaminant certification guidance
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1