[11] Billboard commented that "the upbeat tempo and the fun and loud lyrics mirror the happier-sounding track and perhaps her [Iggy's] life right now.

"[12] Claire Lobenfeld from Fact gave a negative review, calling the song "a blog house revival nightmare.

"[13] According to Hardeep Phull from New York Post, the song is "the best thing the 26-year-old has released since her glory days of 2014" and "ultra-catchy", also pointing out "it's the strong comeback she desperately needs.

"[14] "Mo Bounce" was among the Stereotype's recognized body of work that secured their Producer of the Year, Non-Classical nomination at the 60th Annual Grammy Awards.

[18] On March 21, Iggy Azalea posted a series of GIFs on her Twitter profile from the music video as she partnered with Giphy to release a promotional set.