Real ChatGPT answer · index seedUYG0UeLcpHgcompleteHome services and improvement · appliancescommercial
Are induction cooktops really that much faster and safer than traditional gas stoves for someone who is cooking with toddlers running around the kitchen?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are induction cooktops really that much faster and safer than traditional gas stoves for someone who is cooking with toddlers running around the kitchen?
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). 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
induction vs gas cooktop cooking speed safety burns children indoor air quality official sources Google ↗
CPSC induction cooktop safety hot surface cookware child safety gas stove emissions EPA Google ↗
- Making the Switch to Induction Stoves or Cooktops · energy.gov
- The Buyer's Guide to Induction Cooktops · nyserda.ny.gov
- Induction Cooking 101 · nyserda.ny.gov
- Ventilation While Cooking · doh.wa.gov
- Air pollutant exposure concentrations from cooking a meal with a gas or induction cooktop and the effectiveness of two recirculating range hoods with filters · eta.lbl.gov
- Indoor Air Sources of Outdoor Air Pollution: Health Consequences, Policy, and Recommendations: An Official American Thoracic Society Workshop Report · pmc.ncbi.nlm.nih.gov
- Electric Cooking Products · energystar.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
induction vs gas cooktop cooking speed safety burns children indoor air quality official sources OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
CPSC induction cooktop safety hot surface cookware child safety gas stove emissions EPA OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |