I just went through the same thing, it isn't the shock it is the air springs that are leaking or possibly the compressor valves. Mine had two new bags put in at $488 each and then the compressor at $1,300 luckily it was under warranty.

Get it fixed when the bag collapes and forms a full hole you are stuck, or driving on the shocks only.