Real ChatGPT answer · index seedt2XEYpNFmHUcompleteTelecom and utilities · water and gas utilitiescomparison

Is Aqua America more proactive than American Water with winterization tips and frozen water pipe prevention programs for local small business owners.

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is Aqua America more proactive than American Water with winterization tips and frozen water pipe prevention programs for local small business owners.
3 real searches · 1 real-search pass
Aqua America Essential Utilities winterization frozen pipes small business prevention tips programGoogle ↗
OBSERVEDOther / navigational
American Water winterization frozen pipes business customers prevention programGoogle ↗
OBSERVEDReason
Essential Utilities Aqua Pennsylvania winterize frozen pipes business customers tipsGoogle ↗
OBSERVEDOther / navigational

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 (3)
Short factOther / navigational67%ComparisonConsequenceReason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Aqua America Essential Utilities winterization frozen pipes small business prevention tips program Google ↗
American Water winterization frozen pipes business customers prevention program Google ↗
Essential Utilities Aqua Pennsylvania winterize frozen pipes business customers tips Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Aqua America Essential Utilities winterization frozen pipes small business prevention tips program
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
American Water winterization frozen pipes business customers prevention program
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Essential Utilities Aqua Pennsylvania winterize frozen pipes business customers tips
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1