Smile stands as a defining track from AFI's 2000 album, The Art of Drowning, marking a pivotal moment in the band's evolution. During this era, the group began shifting away from their earlier punk roots toward a more melodic and emotionally charged alternative rock sound. The recording captures the band's growing sophistication, blending driving rhythms with atmospheric textures that would later characterize their broader discography. As part of a catalogue that explores themes of mortality and introspection, the song reflects the darker, more complex songwriting that emerged during this period. It remains a significant song in their body of work, showcasing the dynamic interplay between heavy instrumentation and poignant vocal delivery that helped solidify their reputation in the genre.