It still has a crispy and crunchy texture, and tons of flavor. Making homemade cauliflower pizza crust is so much easier than you'd think. Cauliflower itself doesn't have a distinct flavor, so what you'll taste is the cheese and seasonings. That means it really just tastes like regular pizza crust!