 Even with its success in the mainstream and in nightclubs, ironically with the remix, the song never entered the US Hot Dance Club Play chart.Everything but the Girl would eventually amass four US dance chart number-ones, with singles released after "Missing", one of which, "Wrong," was the duo's only other single to appear on the "Billboard" Hot 100.In addition to its US success, "Missing" topped the Canadian "RPM" Top Singles, Adult Contemporary, and Dance/Urban charts.