Olives Gourmet Grocer 5000 E 2nd St, Long Beach, CA90803 Olives is a place to go not only for high-quality grocery shopping but also a sit-down lunch. The concept is a…More neighborhood grocery store that doubles as a gourmet restaurant. Impeccably fresh foods and an expertly crafted menu are stand-out achievements here. This 2nd Street store is Olives' second. The original location is in Long Beach on Broadway.