From what I can see, the Census Bureau does not define the term “Small Town”. However, as I understand it, most organizations, like the World Bank use a cap of a population of 5,000.

Jason Aldean was reportedly born and raised in Macon Georgia. It has a population of 150,000 and is one of the 10 largest cities in Georgia.