How does the energy efficiency of an induction cooktop realistically compare to natural gas on monthly utility bills for a household that cooks three meals a day?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does the energy efficiency of an induction cooktop realistically compare to natural gas on monthly utility bills for a household that cooks three meals a day?
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
U.S. residential electricity price average 2025 2026 cents per kWh EIA Virginia residential natural gas price therm Google ↗
DOE induction cooking efficiency 85 percent gas cooktop 40 percent efficiency Google ↗
- ENERGY STAR Certified Electric Cooking · energystar.gov
- Induction Cooking 101 · nyserda.ny.gov
- Virginia Residential Electricity Prices, 2025 · worldpowermonitor.com
- Making the Switch to Induction Stoves or Cooktops · energy.gov
- 2021-2022 Residential Induction Cooking Tops · energystar.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
U.S. residential electricity price average 2025 2026 cents per kWh EIA Virginia residential natural gas price therm OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
DOE induction cooking efficiency 85 percent gas cooktop 40 percent efficiency OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |