Brundidge is the second-largest city in Pike County, Alabama, United States. The population was 2,076 at the 2010 census, down from 2,341 in 2000.The city was once a major producer of peanut butter. Brundidge holds a Peanut Butter Festival during the last Saturday of each October, which includes live music, a recipe contest, and a parade.The city has a large number of antique stores in its historic downtown.