“Nobody Knows" was Tony Rich’s first single off his debut album Words, the song peaked at No. 2 on the Billboard Hot 100.

The song was also nominated for the 1997 Grammy Award for Best Male Pop Vocal Performance; but it lost to Eric Clapton's "Change the World".