What steps should a recent college grad take to lower their electric bill by switching to a more efficient provider in Ohio?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What steps should a recent college grad take to lower their electric bill by switching to a more efficient provider in Ohio?
2 real searches · 1 real-search pass
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)
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 PUCO Apples to Apples electric shopping compare suppliers fixed rate cancellation fee 2026 Google ↗
Ohio electricity choice how to switch electric supplier PUCO official guide Google ↗
- Choosing an electric supplier · puco.ohio.gov
- How are electric generation rates set? · puco.ohio.gov
- Compare Ohio electricity suppliers · energychoice.ohio.gov
- Energy Choice Ohio · energychoice.ohio.gov
- Energy Choice Ohio · energychoice.ohio.gov
- HOW TO MAKE WISE ENERGY CHOICES Office of the Ohio Consumers’ Counsel THE O H IO C O NSUMERS' “Your Residential Utility Consumer Advocate” OF COUNSEL OFFICE www.occ.ohio.gov None | | --- | --- | --- HOW TO MAKE WISE ENERGY CHOICES Office of the Ohio Consumers’ Counsel THE O H IO C O NSUMERS' “Your Residential Utility Consumer Advocate” OF COUNSEL OFFICE www.occ.ohio.gov | Some marketers and governmental aggregators may ofefr green energy options. Always compare prices when considering these opti · occ.ohio.gov
- News Bureau: Shopping for electricity · puco.ohio.gov
- Energy Choice Ohio · energychoice.ohio.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Ohio PUCO Apples to Apples electric shopping compare suppliers fixed rate cancellation fee 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Ohio electricity choice how to switch electric supplier PUCO official guide OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |