It's definitely because of a) bad seeing and b) close to the horizon.
There is a huge difference when Jupiter is overhead, so you should probably wait until 10-11pm to get the best views.
If there's a lot of shimmering when you see it in the eyepiece, like looking through water at it, then it's almost not worth bothering and you should concentrate on DSOs for the night instead.