The single was released in August 1991 and entered the UK Singles Chart on 18 August at number 26. The song steadily rose up the chart and peaked at number 10 on 15 September. It spent a total of 11 weeks inside the top 75 chart.
In Australia, "What Can You Do for Me" did not enter the ARIA top 100 singles chart until April 1993, following its re-release after the success of "Something Good".
Critical reception
Cathi Unsworth from Melody Maker wrote, "Excellent! A dance track that incorporates everything groovy, from a hard metallic beat to deliciously disenchanted vocals to an inbred knowledge of why wearing platform boots is an ace fashion statement."