Palm Beach County, Florida has 153 Grocery Stores & Supermarkets, with a population of 1.43 million, there is 1 Grocery Store & Supermarket for every 9.3 thousand people. Palm Beach County is ranked 28th of 67 counties in Florida for Grocery Stores & Supermarkets per capita.