Grapes grow the best in loose soil....with Good drainage.
I mix equal amounts of soil, peat moss and a little manure to get my grape plants started out right.
You can Fertilize grapes with 1/4 lb of ammonium nitrate in early spring. You should spread this about 2 foot from the vine. The next year do the same but 3 foot from the vine and so on...