I want to replace my old incandescent bulbs with LEDs but I get confused by the lumen ratings. How do I choose the right brightness while making sure I lower my electric bill?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I want to replace my old incandescent bulbs with LEDs but I get confused by the lumen ratings. How do I choose the right brightness while making sure I lower my electric bill?
1 real search · 1 real-search pass
ENERGY STAR LED bulbs lumens watts incandescent equivalent electricity savings color temperature dimmer compatibilityGoogle ↗
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
ENERGY STAR LED bulbs lumens watts incandescent equivalent electricity savings color temperature dimmer compatibility Google ↗
- ENERGY STAR® CERTIFIED BULBS AT A GLANCE · energystar.gov
- Purchasing Energy-Efficient Light Bulbs · energy.gov
- View product · homedepot.com
- View product · homedepot.com