Add the mayonnaise, vinegar, sugar, horseradish, Worcestershire sauce, garlic powder, salt, black pepper, and cayenne pepper. Stir with a whisk until smooth. Season with additional salt and pepper if needed. Transfer to a jar or air-tight container and refrigerate until ready to use.