Real ChatGPT answer · index seedbDFT12rYVtEcompleteTelecom and utilities · switching providerscommercial

Is it true that I can save money on my utility bills by switching my natural gas provider in Pennsylvania or is that just another marketing trick?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it true that I can save money on my utility bills by switching my natural gas provider in Pennsylvania or is that just another marketing trick?
2 real searches · 1 real-search pass
Pennsylvania natural gas shopping official PA PUC compare rate price to compare consumer tips 2026Google ↗
OBSERVEDComparison
Pennsylvania natural gas supplier marketing variable rate cancellation fee consumer protection PUCGoogle ↗
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 / navigationalComparison50%ConsequenceReason50%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
Pennsylvania natural gas shopping official PA PUC compare rate price to compare consumer tips 2026 Google ↗
Pennsylvania natural gas supplier marketing variable rate cancellation fee consumer protection PUC Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Pennsylvania natural gas shopping official PA PUC compare rate price to compare consumer tips 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Pennsylvania natural gas supplier marketing variable rate cancellation fee consumer protection PUC
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1