Real ChatGPT answer · index seedERzJYICh5zAcompleteTelecom and utilities · water and gas utilitiescommercial

Can you summarize recent municipal water quality reports for major US cities to help me decide whether a whole house reverse osmosis system is truly necessary?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you summarize recent municipal water quality reports for major US cities to help me decide whether a whole house reverse osmosis system is truly necessary?
2 real searches · 1 real-search pass
2025 consumer confidence report drinking water major US cities 2026 annual water quality report NYC Los Angeles Chicago Houston Phoenix PhiladelphiaGoogle ↗
OBSERVEDReason
EPA Consumer Confidence Reports 2025 drinking water lead service lines home tap water reverse osmosis whole house guidance NSF ANSI 58Google ↗
OBSERVEDConsequence

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 (2)
Short factOther / navigationalComparisonConsequence50%Reason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
2025 consumer confidence report drinking water major US cities 2026 annual water quality report NYC Los Angeles Chicago Houston Phoenix Philadelphia Google ↗
EPA Consumer Confidence Reports 2025 drinking water lead service lines home tap water reverse osmosis whole house guidance NSF ANSI 58 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2025 consumer confidence report drinking water major US cities 2026 annual water quality report NYC Los Angeles Chicago Houston Phoenix Philadelphia
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
EPA Consumer Confidence Reports 2025 drinking water lead service lines home tap water reverse osmosis whole house guidance NSF ANSI 58
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1