The Trade Fair Supermarket app provides it's many customers with weekly digital circulars, specials and services. Trade Fair Supermarkets are full service supermarkets with A giant selection of foods and products. Grocery store locations in Queens, NY including Astoria. Foods of All Nations. The Best Prices In Town.