Real ChatGPT answer · index seedW9HKkDm7OJ4completeTelecom and utilities · energy efficiencycommercial
Do smart dimmers with scheduling features offer noticeable energy savings over standard wall dimmers in rooms with high occupancy turnover?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Do smart dimmers with scheduling features offer noticeable energy savings over standard wall dimmers in rooms with high occupancy turnover?
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
energy savings scheduled lighting controls high occupancy turnover compared manual dimmers occupancy sensors commercial buildings DOE Google ↗
lighting dimming energy savings schedule controls occupancy sensors commercial buildings study Google ↗
- LED Lighting and Controls Guidance for Federal Buildings · integratedlightingcampaign.energy.gov
- Trends in Commercial Whole-Building Sensors and Controls · eia.gov
- Occupancy and Time-Based Lighting Controls in Open Offices · eta-publications.lbl.gov
- Lighting Controls in Commercial Buildings · ees.lbl.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
energy savings scheduled lighting controls high occupancy turnover compared manual dimmers occupancy sensors commercial buildings DOE OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
lighting dimming energy savings schedule controls occupancy sensors commercial buildings study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |