Doug Hamilton from The Atlanta Constitution felt that "You Won't Forget Me" "lives up to its name --- it's a sassy bit of sexual bravado set to a percolating beat.

)"[1] Larry Flick from Billboard noted that the song has a "fast-paced beat, bombastic vocals, candy-coated instrumentation, and a la-la-la chorus."

"[2] William Stevenson from Entertainment Weekly said that "the insistent beat, heavy bass line, and oft-reprised refrain should haunt club kids all summer.

[5] It was shot in the autumn of 1997 in New York City and features the duo performing the song on a stage in front of a dancing crowd.

The video was later published on La Bouche's official YouTube channel in August 2015, and had generated more than 10 million views as of February 2023.