Fast Food in Randolph, New JerseyList of Companies in Fast Food category in the city of Randolph, New Jersey.Share this page: Dairy Queen of Randolph Randolph, Fast Food; 746 Rt-10, Randolph, NJ, 07869-1903; (973) 366-3306Subway Randolph, Fast Food; 1171 Sussex Tpke, Randolph, NJ, 07869-4225; (973) 895-2127Subway Randolph, Fast Food; 140 Rt-10, Randolph, NJ, 07869-1542; (973) 361-53001