"Genius of Love" has been sampled or reinterpreted by many artists, including L'Trimm, Redman, Funkdoobiest, Ziggy Marley and the Melody Makers in "Tumblin' Down", the 12" Remix, and Mariah Carey in her hit single "Fantasy".