The film adheres to strict heteronormative frameworks. There is no presence of non-cisnormative identities or same-sex intimacy within the character dynamics.

Velma provides intellectual depth, but the film relies on traditional archetypes. Fred acts as the tactical leader while Daphne often fluctuates between investigator and character in peril.

The core cast is largely homogeneous. The Harlem Globetrotters offer a moment of diverse presence, though they appear primarily as guest characters in a standard adventure.

The story follows traditional Western adventure tropes with clear moral binaries. It avoids exploring moral relativism or critiquing systemic power dynamics and authority.

There is no representation of visible or invisible disabilities. The narrative lacks arcs dedicated to neurodivergence, physical disability, or mental health.