Real ChatGPT answer · index seedT4k7WvnltcgcompleteTelecom and utilities · energy efficiencyinformational
What are the actual energy savings if I switch all the incandescent bulbs in my four-bedroom house to LEDs this month?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the actual energy savings if I switch all the incandescent bulbs in my four-bedroom house to LEDs this month?
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
Florida residential electricity average price per kWh 2025 2026 EIA Google ↗
U.S. Department of Energy LED bulbs use at least 75% less energy than incandescent bulbs 60 watt 9 watt Google ↗
- Electricity Prices in Florida: Cost per kWh and Average Bill · kadoa.com
- Electric Power Monthly · eia.gov
- Guide to Energy Efficient Lighting · energy.gov
- Technical Bulletin: LED Lighting · energystar.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Florida residential electricity average price per kWh 2025 2026 EIA OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
U.S. Department of Energy LED bulbs use at least 75% less energy than incandescent bulbs 60 watt 9 watt OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |