The film contains no discernible LGBTQ+ characters or non-cisnormative identities. Character dynamics remain centered on the traditional, heteronormative archetypes established in the long-running series.

Velma serves as the group's intellectual engine, though Fred maintains the role of primary leader. The film follows conventional gender distributions without actively subverting established masculine or feminine archetypes.

The cast is largely homogeneous, adhering to standard franchise character designs. The narrative focuses on a Western-centric pop-culture celebration rather than engaging with racial identity or ethnic diversity.

The story functions as a celebration of commercial crossover and consumerist entertainment. It reinforces traditional Western structures through a highly commercialized theme park setting and musical icons.

There are no visible or invisible disabilities portrayed with agency. Characters function as idealized, able-bodied archetypes typical of the animation genre.