The album was digitally remastered and reissued on CD with bonus tracks in 2010 by Big Break Records and Sony Music Legacy.

Phyl Garland of Stereo Review complimented the sound quality, calling it "good" but was disenchanted with the album's content and felt its success was "[an] indication of the pitifully limited taste of youngsters addicted to junk music.

The heavy beat, underscoring such lyrics as 'Ooh, you make my love come down,' is supposed to incite a desire to dance, but this treatment is about as exciting as an unwashed sock.

Otherwise listening to this album is like being trapped inside one of those portable noise machines that culturally stunted kids tote through the streets.

"[5] In The Boston Phoenix, Mike Freedberg said that "Get Loose is King’s most assured album, because she sustains a teased, tweety soprano that fends off rather than swings the rhythm, that spurns vibrato and sophistication.