Panola is an unincorporated community and census-designated place in Sumter County, Alabama, United States. As of the 2010 census, its population was 144. Panola is 6 miles north-northeast of Geiger. Panola has a post office with ZIP code 35477. The community's name comes from the Choctaw word ponola, which means "cotton".