Just like heads of whole cauliflower that browns in storage, the same can happen with riced cauliflower. Store bought riced cauliflower in bags can get brown as it oxidizes. To prevent this, check your expiration dates before purchasing and use within a few days. Or follow our tips in this recipe to make rice your own cauliflower.