I have had better luck on a dropshot using heavier casting gear. 12 # line with a 3/4 weight and a standard gama 3/0 hook. I have used this around cover when the fish are holding.

I have also used the finesse/light line approach with some success. You should use heavy enough weight to keep it on the bottom.