Atlanta was called the "Chicago of the South” because of

Atlanta earned the nickname “Chicago of the South” because it rapidly developed into a major industrial and commercial center after the Civil War. Its growing industries and production made it resemble Chicago’s rise as a manufacturing hub. The nickname was not mainly about population growth, railroads alone, or cotton exports.

AI-written and checked against the verified answer.