Sweet About Me Digital Spy positively reviewed "Sweet About Me," giving it four out of five stars. Levine comended Xenomania's production on the track, calling it "authentic" and "fresh". He also praised Gabriella Cilmi's vocals on the song, "Most impressive of all is Cilmi's voice, which manages to be sweet and coarse all at the same time, much like a drizzling of honey on a slice of toast." Jake Taylor of Sputnikmusic deemed "Sweet About Me" as one of the best songs released by an Australian artist on debut. He wrote, "A lot of songs focus on the chorus as the returning point
Sweet About Me lyrical ideas. While the song was being crafted she was influenced by rock bands Kings of Leon and Jet, "I wrote with [Xenomania] who are totally different to me and came from a totally different musical background, they had worked with a lot of pop acts before and at the time I was listening to a lot of Jet and Kings of Leon, so when both our ideas met we came up with something pretty good." Musically, the song has been compared to Amy Winehouse's 2007 single, "Rehab", for their similar composition, soul and swing musical influences. Nick Levine from