Real ChatGPT answer · index seedRviIRzILZeEcompleteFinance and banking · budgeting and savingcomparison
Are LED smart bulbs worth the upfront cost for reducing my monthly electric utility bill in a three-bedroom apartment?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are LED smart bulbs worth the upfront cost for reducing my monthly electric utility bill in a three-bedroom apartment?
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 lighting uses at least 75% less energy lasts 25 times longer residential lighting Google ↗
Kentucky residential electricity average price per kWh 2025 EIA Google ↗
- Electric Power Annual · eia.gov
- Kentucky Electricity Profile 2024 · eia.gov
- Learn About LED Lighting · energystar.gov
- ENERGY STAR Qualified Light Fixtures AT A GLANCE · energystar.gov
- Consumer Guide to Energy-Efficient Lighting · energy.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 at least 75% less energy lasts 25 times longer residential lighting OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Kentucky residential electricity average price per kWh 2025 EIA OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |