Elvis Presley recorded the song on September 1, 1956, for his second album, Elvis (RCA Victor, LPM-1382), issued on October 19. It was also released on the EP, Elvis Vol. 1 (RCA Victor, EPA-992). It climbed to the #2 position on the Billboard Top 100 in the United States, a first for a title not coming from single. "Love Me" also peaked at number seven on the R&B chart.[4] "Love Me" was not released as a single to avoid confusion with Presley's "Love Me Tender". Presley sang "Love Me" on the October 28, 1956, Ed Sullivan Show. Elvis included this song in the 1968 NBC Network Comeback Special and often performed it in concerts in the seventies, including his last tour in June 1977.