The song was written by Fil Brown and Tony Robinson.

The theme of the song focuses on Spencer asking someone to love her.

A woman standing over him has a window on her chest and reaches into the window to retrieve and flower and places it into the doorway on the man's chest.

"Love Me" followed up Spencer's number-one success of "Tender Kisses" on the Hot R&B Singles chart by peaking at number 2 in April 1992.

[2] On the Billboard Hot 100, the single performed moderately, hitting number 48 by the summer of 1992.