Real ChatGPT answer · index seedAryZriuUNIIcompleteTelecom and utilities · energy efficiencyinformational
How do smart plugs with energy monitoring work and can they really help me figure out which appliances are wasting the most electricity?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do smart plugs with energy monitoring work and can they really help me figure out which appliances are wasting the most electricity?
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
how smart plugs measure electricity energy monitoring watts kilowatt hours accuracy limitations appliance monitoring Google ↗
US Department of Energy home energy use appliances standby power energy monitoring plug safety high wattage appliances Google ↗
- Measuring Standby Power · energy.gov
- Frequently Asked Questions · standby.lbl.gov
- Frequently Asked Question About Energy Monitoring · tp-link.com
- A Cautionary Note on Using Smart Plugs for Research Data Acquisition · sciencedirect.com
- Estimating Appliance and Home Electronic Energy Use _ Department of Energy · bpi.org
- List of Meters to Measure Standby · standby.lbl.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
how smart plugs measure electricity energy monitoring watts kilowatt hours accuracy limitations appliance monitoring OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
US Department of Energy home energy use appliances standby power energy monitoring plug safety high wattage appliances OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |