American model, actress and singer Barbi Benton originally recorded it for release as the B-side of her 1975 single "The Reverend Bob".

In 2020, McNeal re-recorded her vocals for "Ain't That Just the Way", which were used in a new version of this song, recorded by German DJ Charming Horses and released on 13 March 2020.

[6] Larry Flick from Billboard wrote that McNeal "earns high marks on her first single if only for not falling into the trap of mimicking Mary J. Blige or Brandy like nearly every other jeep-soul diva in waiting.

For trend followers, the groove chugs at a spirited hip hop pace, blossoming into a full-bodied pop sing-along at the chorus.

"[7] Adrian Thrills from Daily Mail viewed it as "sassy", adding that the singer is "mixing the soulful swagger of Donna Summer with a flapper-girl elegance reminiscent of the Pointer Sisters".

"[9] Pan-European magazine Music & Media noted that the singer's cover "features an urban soul sound which is finding favour in playlist meetings at CHR, rock and dance stations alike.

It beares a heavy resemblance to a 1996 music video for "If Your Girl Only Knew" by American singer Aaliyah, directed by Joseph Kahn.