Squirrel Nut Zippers are celebrated for revitalizing the swing revival movement of the 1990s, blending traditional jazz with rock and blues influences. Their sound is characterized by tight horn arrangements, driving rhythms, and a distinct vintage aesthetic that captured the attention of a new generation of listeners. "Indian Giver" exemplifies the band's energetic approach to reinterpreting classic styles, showcasing their ability to craft infectious melodies within a modern framework. The track reflects the group's broader discography, which often explores themes of nostalgia and romanticism through a lens of upbeat instrumentation. As part of their extensive body of work, the song highlights the ensemble's commitment to maintaining the spirit of early twentieth-century popular music while injecting it with contemporary vitality.