The film operates within a strictly heteronormative framework. There is no evidence of non-cisnormative gender identities or same-sex intimacy, as romantic subplots focus on traditional male-female pairings.

Narrative agency is heavily concentrated in the male protagonist. While female characters are central to musical and romantic elements, they primarily function within aesthetic capacities, reinforcing traditional gendered roles.

The cast is predominantly North Indian, reflecting the Rajasthan desert setting. The film presents a relatively homogeneous cultural landscape that utilizes local archetypes without seeking to subvert ethnic hierarchies.

The narrative embraces moral relativism by framing a con artist's deception as a source of wit and empowerment. This approach challenges the sanctity of traditional institutional authority and formal structures.

There are no prominent depictions of visible or invisible disabilities that drive the plot or character arcs within the narrative.