Real ChatGPT answer · index seedgYxc5I6d07kcompleteTelecom and utilities · energy efficiencyinformational
My living room feels way too bright, so do installing dimmer switches actually lower my electric bill or is that just a myth?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My living room feels way too bright, so do installing dimmer switches actually lower my electric bill or is that just a myth?
1 real search · 1 real-search pass
Do LED dimmer switches reduce electricity consumption energy savings compatibility dimming efficiency U.S. Department of EnergyGoogle ↗
OBSERVEDComparison
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
Do LED dimmer switches reduce electricity consumption energy savings compatibility dimming efficiency U.S. Department of Energy Google ↗
- LED Lighting and Controls Guidance for Federal Buildings · gsa.gov
- LED Basics · energy.gov
- Light Fixtures (Downlights) · energystar.gov
- High-Efficiency Lighting · basc.pnnl.gov