Jackson sang this as a duet with female singer Siedah Garrett. Whitney Houston and Barbra Streisand were asked to sing this with Jackson, but they refused. Garrett also co-wrote "Man In The Mirror," another track from Bad.
On the album, this song begins with a spoken intro: Jackson saying, "A lot of people misunderstand me. That's because they don't know me at all." His producer Quincy Jones had the idea to insert this intro, which gave a telling insight into Jackson's personality.
Jackson also released a Spanish version: "Todo Mi Amor Eres Tu."
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