Tommy Nowak, a modern hunter, specializes in hunting down gangsters who are caught by the police with a reward. This time he targeted a cowardly neo-Nazi, but his accomplice kidnapped the neo-Nazi baby, and the baby's mother was distraught. So he in turn helped the neo-Nazi gangster's wife save her child, and the pink Cadillac referred to in the title is the main prop in the story.