How much money do people actually save per year after switching to LED smart bulbs and smart plugs throughout their home
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much money do people actually save per year after switching to LED smart bulbs and smart plugs throughout their home
1 real search · 1 real-search pass
U.S. Department of Energy LED lighting savings incandescent 75% energy smart plugs standby power savings typical household electricity rates 2026Google ↗
OBSERVEDComparison
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
U.S. Department of Energy LED lighting savings incandescent 75% energy smart plugs standby power savings typical household electricity rates 2026 Google ↗
- Lighting Choices to Save You Money · webarchive-beta.loc.gov
- Consumer Guide to Energy-Efficient Lighting · energy.gov
- Frequently Asked Questions · standby.lbl.gov
- Home Energy Use - Center for Climate and Energy SolutionsCenter for Climate and Energy Solutions · c2es.org