Real ChatGPT answer · index seedoQFBxFZf0XQcompleteTelecom and utilities · energy efficiencyinformational
How long does it take for LED lightbulbs to pay for themselves across an entire four-bedroom house?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How long does it take for LED lightbulbs to pay for themselves across an entire four-bedroom house?
1 real search · 1 real-search pass
US residential electricity average price per kWh 2026 EIA residential electricity price 2025 2026 LED bulb energy use incandescent 60 watt equivalent 9 wattGoogle ↗
OBSERVEDShort fact
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
US residential electricity average price per kWh 2026 EIA residential electricity price 2025 2026 LED bulb energy use incandescent 60 watt equivalent 9 watt Google ↗
- Prices and factors affecting prices · eia.gov
- Electric Power Annual · eia.gov
Queries
1 queries · click a column to sort