Nothing Fails (The Remixes) is a collection of remixes by Madonna, released digitally for the first time, via Warner Records. The collection features a radio edit and six remixes of “Nothing Fails,” as well as three remixes of “Nobody Knows Me.” “Nothing Fails (Nevins Mix)” was previously released digitally on Madonna’s remix album, Remixed & Revisited in 2003.
“Nothing Fails” was originally released as the third single from Madonna’s ninth studio album, American Life on October 27, 2003. “Nobody Knows Me” was released as a b-side from the single.