"Smile" was met with mixed to positive reviews from music critics.According to Heather Phares of AllMusic, the song "has a silky verse melody that just barely conceals [the singer's] spite", while she keeps "her revenge sweet, the extra sting being given to it by the way she sounds like she's singing about how ice cream or puppies or being in love makes her smile".