Real ChatGPT answer · index seedtWR0ODB83rccompleteTelecom and utilities · switching providersinformational

Which alternative energy suppliers are currently servicing small businesses in Ohio and how do I verify if their fixed rates are actually lower than the default utility?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which alternative energy suppliers are currently servicing small businesses in Ohio and how do I verify if their fixed rates are actually lower than the default utility?
2 real searches · 1 real-search pass
Ohio PUCO certified competitive retail electric suppliers commercial small business list 2026 Apples to Apples business ratesGoogle ↗
OBSERVEDComparison
Ohio natural gas marketers certified suppliers commercial business list PUCO 2026 ratesGoogle ↗
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 (2)
Short factOther / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / 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
Ohio PUCO certified competitive retail electric suppliers commercial small business list 2026 Apples to Apples business rates Google ↗
Ohio natural gas marketers certified suppliers commercial business list PUCO 2026 rates Google ↗
  1. Registered electric generation suppliers · aes-ohio.com
  2. Energy Choice Ohio · energychoice.ohio.gov
  3. Energy Choice Ohio · energychoice.ohio.gov
  4. Energy Choice Ohio · energychoice.ohio.gov
  5. Energy Choice Ohio - · energychoice.ohio.gov
  6. Choosing a natural gas supplier · puco.ohio.gov
  7. News Bureau: Shopping for electricity · puco.ohio.gov
  8. Standard Choice Offer · columbiagasohio.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ohio PUCO certified competitive retail electric suppliers commercial small business list 2026 Apples to Apples business rates
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Ohio natural gas marketers certified suppliers commercial business list PUCO 2026 rates
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1