Real ChatGPT answer · index seedL3CCwWqB8TocompleteTelecom and utilities · water and gas utilitiescomparison

Can you compare the current water hardness levels reported by Austin Water versus Travis County MUD since my appliances are scaling up rapidly.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the current water hardness levels reported by Austin Water versus Travis County MUD since my appliances are scaling up rapidly.
2 real searches · 1 real-search pass
Austin Water current water hardness calcium carbonate mg/L 2026 water quality report hardnessGoogle ↗
OBSERVEDConsequence
"Travis County MUD" water hardness report hardness mg/LGoogle ↗
OBSERVEDReason

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). 2 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
Austin Water current water hardness calcium carbonate mg/L 2026 water quality report hardness Google ↗
"Travis County MUD" water hardness report hardness mg/L Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Austin Water current water hardness calcium carbonate mg/L 2026 water quality report hardness
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
"Travis County MUD" water hardness report hardness mg/L
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1