Anne Arundel County, Maryland has 105 Grocery Stores, with a population of 564.6 thousand, there is 1 Grocery Store for every 5.4 thousand people. Anne Arundel County is ranked 16th of 24 counties in Maryland for Grocery Stores per capita.