Lake City is a city in Clayton County, Georgia, United States. The population was 2,952 in 2020. The Georgia General Assembly incorp…Lake City is a city in Clayton County, Georgia, United States. The population was 2,952 in 2020. The Georgia General Assembly incorporated Lake City in 1951. The community was named for a lake which once was located at the town site, but since has been filled in.