Real ChatGPT answer · index seedIkwjC4yk2QIcompleteFinance and banking · budgeting and savinginformational
What are the actual utility savings of switching to LED smart bulbs throughout an entire house versus traditional incandescent ones?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the actual utility savings of switching to LED smart bulbs throughout an entire house versus traditional incandescent ones?
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
U.S. Department of Energy LED bulbs use 75% less energy last 25 times longer incandescent lighting savings Google ↗
EIA Tennessee average residential electricity price cents per kWh 2025 2026 Google ↗
- Consumer Guide to Energy-Efficient Lighting · energy.gov
- Lifetime Savings · energystar.gov
- Tennessee Electricity Profile 2024 · eia.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 bulbs use 75% less energy last 25 times longer incandescent lighting savings OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
EIA Tennessee average residential electricity price cents per kWh 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |