Redneck Caviar Dip is a simple rural dish that goes by many other names such as Hillbilly caviar, cowboy caviar, Carolina caviar, or southern caviar dip. Whatever you choose to call it, it is a delicious uncooked mixture of many different canned vegetables along with fresh onion, peppers, and a simple dressing. It is similar to a chunky salsa but loaded with non-traditional salsa ingredients like beans, black-eyed peas, and olives.