a fish that is native to the waters that your fishing. bluegills, suckers, shad, herring, heck I've used small smallies cut in half down in VA on the rivers. Catfish aren't to picky, they'll eat about anything, heck did you see the big flathead that got the basketball stuck in it's mouth last year.
Good luck! Cats on the Catt?