In late 2003, "Nothing Fails" was remixed as "Nothing Fails (Nevins Mix)" for Madonna's remix EP Remixed & Revisited.
Krajem 2003., "Nothing Fails" je doživio remix kao "Nothing Fails (Nevins Mix)" za Madonnin EP Remixed & Revisited.