By 1991, contemporary hit radio (top 40) was splintering. There were still top 40 stations playing the full spectrum of songs that were actually on the top 40, but some stations were trending toward more of a hip-hop sound. At the same time, some stations (notably in this part of the country, 97.1 the Eagle (KEGL) in Dallas/Ft. Worth) trended toward rock, while still other formerly great stations (such as, off the top of my head, KAY-107 (KAYI) in Tulsa) turned to a format called "adult top 40", which they advertised as having "no hard rock and no rap". Basically, adult top 40 was watered-down radio.
Anyway, some of these adult top 40 stations, such as, for example, KAY-107, didn't even play some of the best dance tracks from the period, such as this one from Stacy Earl, who recorded one album and then disappeared for some reason. "Love Me All Up" was Ms. Earl's first hit and made it to the top 20 before inexplicably being dropped from the playlist of pretty much every station everywhere (though it occasionally pops up on Ron "Boogiemonster" Gerber's "Crap From the Past").
Incidentally, "Love Me All Up" was co-written by Richard Rudolph, who was the husband of Minnie Riperton.
(Note: most information in "forgotten songs" entries comes from the always-reliable Wikipedia; as such, its veracity may be questionable.)