On January 30 1993, Madonna’s Deeper & Deeper hit number-one on the Billboard Hot Dance/Club chart in the USA. Deeper & Deeper was Madonna’s 14th number-one hit on the chart.
Jose Promis (AllMusic) had this to say about the single:
Deeper and Deeper was the second single released from Madonna’s Erotica album. The song, in its regular album form, is a dance epic. The single includes seven versions, which are all club mixes of a song that was a club hit to begin with. This single begins with an edit of the album mix, followed by two stripped-down house mixes (featuring a sample from Vogue where “Greta Garbo, Greta Garbo” is repeated throughout the song). The fourth mix is a basically the extended album version, which, in the breakdown, substitutes piano for the Spanish guitars. The fifth and sixth versions are dub mixes, while the seventh is little more than a few extra minutes of bonus dub beats, which, in the long run, wind up being somewhat indistinguishable from one another. The mixes don’t stray too far from the original’s winning recipe, but, with nearly 45 minutes worth of dance beats, one can hardly say this single doesn’t satisfy.