Real ChatGPT answer · index seedNsxPXzTH8PAcompleteConsumer electronics · smart home devicesinformational
How does the upfront cost of smart lighting compare to the long term energy savings in a typical student apartment?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does the upfront cost of smart lighting compare to the long term energy savings in a typical student apartment?
1 real search · 1 real-search pass
U.S. Department of Energy LED bulbs use 75% less energy last 25 times incandescent lighting energy savings smart lighting standby power cost typical smart bulb 2026Google ↗
OBSERVED
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.
Classifying 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
U.S. Department of Energy LED bulbs use 75% less energy last 25 times incandescent lighting energy savings smart lighting standby power cost typical smart bulb 2026 Google ↗
- Energy-Efficient Lighting · virginiaenergysense.org
- Choose ENERGY STAR · energystar.gov
- Guide to Energy Efficient Lighting · energy.gov
- Learn About LED Lighting · energystar.gov
- Do smart bulbs use more electricity? · philips-hue.com
- "Smart" Lighting · iea-4e.org
Queries
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