The Latin Grammy Award for Best Romantic Music Album was an honor presented annually at the Latin Grammy Awards, a ceremony that recognizes excellence and creates a wider awareness of cultural diversity and contributions of Latin recording artists in the United States and internationally. The award was first presented to Brazilian duo Zezé Di Camargo & Luciano for their self-titled album during the 5th Latin Grammy Awards ceremony which took place at the Shrine Auditorium in Los Angeles, California. The category was discontinued in 2008, with César Menotti & Fabiano being the last recipients of the award for their album .com Você.
Brazilian singer Roberto Carlos holds the record for most wins in the category with two, in 2005 for Pra Sempre ao Vivo no Pacaembu and in 2006 for Roberto Carlos. Leonardo was the most nominated artist in the category with four nominations.