Real ChatGPT answer · index seedRjsb8s5kJNAcompleteTelecom and utilities · water and gas utilitiesbrand

Are there any good alternative gas and electric providers in Ohio that are cheaper than Columbia Gas for recent grads living in apartments?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any good alternative gas and electric providers in Ohio that are cheaper than Columbia Gas for recent grads living in apartments?
2 real searches · 1 real-search pass
Ohio natural gas Apples to Apples Columbia Gas current rates November 2026 PUCO shopping suppliersGoogle ↗
OBSERVEDComparison
Ohio electric Apples to Apples current rates November 2026 PUCO shopping suppliersGoogle ↗
OBSERVEDConsequence

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%Consequence50%ReasonDefinitionInstructionYes / 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
Ohio natural gas Apples to Apples Columbia Gas current rates November 2026 PUCO shopping suppliers Google ↗
Ohio electric Apples to Apples current rates November 2026 PUCO shopping suppliers Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ohio natural gas Apples to Apples Columbia Gas current rates November 2026 PUCO shopping suppliers
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Ohio electric Apples to Apples current rates November 2026 PUCO shopping suppliers
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1