Featuring MC Eric on vocals, the single found its greatest success on the Billboard Hot Dance Music/Club Play chart in the United States, where it hit number three.
He added, "Ya Kid K takes a rest so MC Eric can drop a little science accompanied by Chanelle and Karen Bernod (of Tribal House) on these new mixes.
The sound's exactly the same as on the previous two hits, but Eric's flat rap scarcely lives up to the intriguing homoerotic packaging.
"[5] Gene Sandbloom from The Network Forty felt the follow-up to "Pump Up the Jam" "defines their unique keyboard blend", adding that it is "a bit more tribal and perhaps more Devoesque than its predecessor".
[6] Terry Staunton from NME commented, "Disappointing after the delight of the earlier record with Ya Kid K rapping her backside off.
[8] In a 2015 review, Pop Rescue stated that it "sees MC Eric 'take the microphone stand' and using his 'dope lyrics'", noting that the song is "pretty much a repetitive rap over the familiar bassy synth and hissing hi-hat sequence.