Best bet for the real stuff is probably Petrossian: petrossian.com

911 7th Avenue (btw 57th & 58th Street) New York, NY 10019

There are Russian stores in NY's Brighton beach area (also one near Westfield mall area in NJ); but the Tashkent supermarket is probably better (an amazing Uzbek food experience and they are opening soon in Manhattan).