On April 20 1991, Rescue Me peaked at #3 on the UK Singles Chart after making its debut at #4 the previous week. It slid to #5 in its third week before falling out of the Top 10.
Rescue Me was the third single release from The Immaculate Collection in the UK, where it was issued in between re-releases of Crazy For You and Holiday.
Because the photo on international pressings of Rescue Me had already graced the cover of the Crazy For You reissue, Warner UK chose to market the single using an alternate shot taken from Jean-Baptiste Mondino’s June 1990 spread in Harper’s Bazaar. Ironically, the international Rescue Me cover photo was snapped on the set of the Mondino-directed music video for Justify My Love, although not by Mondino himself. It was instead photographed by another (future) Madonna music video director, Stephane Sednaoui.
On January 23 1988, Madonna’s You Can Dance remix album hit #14 (and peaked) on the Billboard 200 chart.
Here is Stephen Thomas Erlewine’s review (from AllMusic.com) of You Can Dance:
Released in 1987 as a stopgap, the remix album You Can Dance reworks material from Madonna’s first three albums. Actually, it keeps the spotlight on her first record, adding non-LP singles like “Into the Groove” for good measure, along with a bonus track of “Where’s the Party.” Since it’s a dance album, it doesn’t matter that “Holiday” and “Into the Groove” are here twice, once each in dub versions, because the essential grooves and music are quite different in each incarnation. It is true that some of this now sounds dated — these are quite clearly extended mixes from the mid-’80s — but that’s part of its charm, and it all holds together quite well. Not essential, but fun.
On September 24 1983, Madonna performed Physical Attraction, Everybody, Holiday and Burning Up at Uncle Sam’s Club in Levittown, New York.
On September 8 1983, Madonna’s Lucky Star single was released in the UK.
Although Lucky Star was issued promotionally as a double A-side with Holiday in the US in September 1983, it was not released commercially in North America until August 1984 when it was issued as the final single from Madonna’s self-titled debut album.
Lucky Star was written by Madonna and produced by Reggie Lucas, with additional remixing by Jellybean Benitez. It is the most successful of her North American singles that were entirely self-written, reaching #4 on the U.S. Hot 100 and #8 in Canada (RPM Top 100). It was also her first Top-5 single in the U.S.
In the U.K., her self-written single Gambler was a bigger hit, reaching #4 in the fall of 1985, while Lucky Star peaked at #14.
Madonna wrote the song in 1982 after landing her first recording contract with Sire Records. It was rumoured to have been written about Mark Kamins, although we’re unsure whether that has ever been confirmed by Madonna herself.
On August 27 1983, Holiday/Lucky Star made its debut on Billboard’s Hot Dance Music/Club Play chart in the U.S., entering at #31.
The promo-only double A-side single was serviced to clubs by Sire/Warner in order to gauge public interest before deciding which track should be promoted to radio. Although technically serving as the B-side, Holiday was given top billing for its chart entry when it proved to be the more popular selection with club DJ’s. It was subsequently issued as Madonna’s third commercial single in North America, while Lucky Star was released as her fifth single a year later.