Detect AC current in series with load
If you are just interested in a visual hint (rather than an integration into an automated system), just grab a bag of cheap current indicators. Save yourself fiddling with a micro controller board.

Like these. Not trying to advertise those specifically, just to get my idea across. They were the first to show up on Google.