Carolina Caroline follows a young woman who abandons her small town to find her estranged mother, partnering with a charismatic con man fleeing the law. As they travel through the American Southeast, their partnership generates a trail of criminal schemes, romantic entanglements, and escalating consequences tied to cons and escape.