Real ChatGPT answer · index seedp8wtBSgWA7AcompleteTelecom and utilities · water and gas utilitiesbrand

What steps should I take if I want to shop around for alternative natural gas suppliers to lower my monthly heating bills this winter?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What steps should I take if I want to shop around for alternative natural gas suppliers to lower my monthly heating bills this winter?
2 real searches · 1 real-search pass
Kansas Corporation Commission residential natural gas choice alternative suppliers Dodge City Kansas 2026Google ↗
OBSERVEDComparison
Kansas residential natural gas supplier choice retail choice program Dodge City Kansas natural gas utility supplier optionsGoogle ↗
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
Kansas Corporation Commission residential natural gas choice alternative suppliers Dodge City Kansas 2026 Google ↗
Kansas residential natural gas supplier choice retail choice program Dodge City Kansas natural gas utility supplier options Google ↗
  1. Dodge City Utility Providers · dodgecityhousing.com
  2. Kansas Corporation Commission · kcc.ks.gov
  3. Natural gas customer choice programs · eia.gov
  4. Kansas Gas Service · kansasgasservice.com
  5. Oklahoma Energy Source, LLC · okenergysource.com
  6. Kansas Gas Service · kansasgasservice.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Kansas Corporation Commission residential natural gas choice alternative suppliers Dodge City Kansas 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Kansas residential natural gas supplier choice retail choice program Dodge City Kansas natural gas utility supplier options
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1