Fake It Till You Love Me Movie is about Edward Forrest and Caroline Dean. Edward has to do everything possible to remain the CEO of his company, and that would mean that he would get married to the lady he was caught in a scandal with to save face. A one-year marriage contract will cause them to fall in love.