12 volts is pretty much "dead", or at least, the minimum a healthy 12v battery should read.
Use your volt meter at the battery terminals, and see what the reading actually is.
Nearly spring time, there's lots of battery related question threads active right now - give the forum a browse.
If you're plugged in, it sounds like you should be checking fuses and breakers, as you're not charging.