"Tell Me I'm Not Dreamin' (Too Good to Be True)" is a song by Jermaine Jackson featuring his younger brother Michael Jackson, taken from Jermaine Jackson's eponymous album. Jason Elias of Allmusic called this song "percolating and infectious." The vocal version of "Tell Me I'm Not Dreamin'" was on the B-side to both the 7" and 12" versions of Jermaine Jackson's single, "Do What You Do", while an instrumental version of the song was on the B-side to another Jermaine Jackson song, "Dynamite". The song was nominated at the 1985 Grammy Awards for Best R&B Performance by a Duo or Group with Vocals.