It established the band's popularity, appealing both to the then-current tendency for "laddishness" and to older rock fans.

[6] Larry Flick from Billboard wrote, “What really draws you into this song is the initial guitar and bass intro, which is quite catchy.

An interesting facet of the song is the gospel-like repetitive chorus, which seems to fit the track remarkably well, soothing the listener a bit from the tough solo vocals.”[7] Kevin Courtney from Irish Times complimented it as a "bright, brash tune".

[8] British magazine Music Week gave it top score with five out of five and named it Single of the Week, adding, "A fantastic comeback single from the rockers who have been recording with producer George Drakoulias to create a really funky rock sound.

[10] The accompanying music video for "Place Your Hands", directed by David Mould, features the band members on pulleys and wires to create an energetic aerial display.