GeneralThe Best Loaded Cauliflower Soup Recipe November 22, 202339 Share1 A creamy cauliflower soup that tastes a lot like loaded potato soup, rich and delicious but a lot lower in starchy carbohydrates. Top servings with crisp bacon, chives, and another sprinkle of cheddar cheese.