Real ChatGPT answer · index seedL0oFFjdhqoUcompleteTelecom and utilities · electricity providershowto

I am trying to compare fixed versus variable electricity rates for my new apartment and I have no idea which one makes more financial sense right now.

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

The searches the AI actually ran for this prompt.

SEED QUERY
I am trying to compare fixed versus variable electricity rates for my new apartment and I have no idea which one makes more financial sense right now.
2 real searches · 1 real-search pass
Pennsylvania electricity shopping fixed variable rates November 2026 PPL Electric Price to Compare Quakertown PA current rateGoogle ↗
OBSERVEDComparison
Pennsylvania PUC electricity shopping fixed variable plans consumer protections contract terms Price to Compare 2026Google ↗
OBSERVEDComparison

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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT2 real searches · gpt-6
Pennsylvania electricity shopping fixed variable rates November 2026 PPL Electric Price to Compare Quakertown PA current rate Google ↗
Pennsylvania PUC electricity shopping fixed variable plans consumer protections contract terms Price to Compare 2026 Google ↗
  1. PPL Electric Utilities · pplelectric.com
  2. PPL price to compare and electricity rates · gridshopper.com
  3. PA Power Switch · papowerswitch.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Pennsylvania electricity shopping fixed variable rates November 2026 PPL Electric Price to Compare Quakertown PA current rate
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Pennsylvania PUC electricity shopping fixed variable plans consumer protections contract terms Price to Compare 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1