Real ChatGPT answer · index seed7AzJNL5UC3UcompleteTelecom and utilities · energy efficiencycommercial
Can you compare the energy savings of switching our entire house to smart LED bulbs versus standard energy efficient compact fluorescents?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare the energy savings of switching our entire house to smart LED bulbs versus standard energy efficient compact fluorescents?
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
U.S. Department of Energy LED lighting uses 75% less energy CFL comparison lifespan smart bulbs standby power Google ↗
ENERGY STAR CFL LED bulb lumens watts 800 lumens lifetime Google ↗
- Consumer Guide to Energy-Efficient Lighting · energy.gov
- FCS3270/FY1031: Energy Efficient Homes: Compact Fluorescent Lamps · ask.ifas.ufl.edu
- Compact Fluorescent Lamps (CFLs) – Fact Sheet/FAQ · fda.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
U.S. Department of Energy LED lighting uses 75% less energy CFL comparison lifespan smart bulbs standby power OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
ENERGY STAR CFL LED bulb lumens watts 800 lumens lifetime OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |