Step 1 Prepare the cauliflower rice. Remove the leaves and the hard centre core of the cauliflower and cut into florets. Wash the cauliflower and drain well. Once dry, grate with a hand grater or in a food processor with a grating (or regular) blade. Pulse until it looks like rice. A grating blade will make it look closer to real rice.