Coconut shrimp is a delicious appetizer or main dish that pairs well with a variety of dipping sauces. Here are 10+ delicious sauce options to try out! Try this Bang Bang Sauce. It’s an easy, creamy chili and mayo dipping sauce made from ingredients you likely already have in your kitchen.