British indie dance/indie pop band Saint Etienne released an alternative dance-pop arrangement of "Who Do You Think You Are" on their first compilation album, You Need a Mess of Help to Stand Alone (1993).

This version featured Debsey Wykes as co-lead vocalist, sometime backing singing for the band and former singer of Dolly Mixture.

"[14] Larry Flick from Billboard wrote, "English modern-pop act delves into Bo Donaldson & the Heywoods' pop evergreen with fanciful, disco-minded results.

"[15] In his weekly UK chart commentary, James Masterton found that it's "a completely new track, a superbly crafted bit of pop which should be Top 10 if there is any justice in the world.

"[16] Taylor Parkes from Melody Maker declared it as "tuppeny-ha' penny Seventies bubblegum dipped in class and delivered deadpan".

[17] Damon Albarn and Alex James of Blur reviewed the song for Smash Hits, naming it Best New Single and giving it five out of five.