The film follows a traditional narrative structure regarding interpersonal dynamics. There is no explicit evidence of queer romantic arcs or non-cisnormative identities among the primary cast or Metropolis residents.

Female leads like Daphne and Lois Lane hold investigative roles. However, tension arises when Jimmy Olsen attempts to label Daphne as his girlfriend, a claim she actively protests.

Representation is moderate and follows established visual languages of the DC and Scooby-Doo universes. The film lacks a concerted effort to deconstruct Anglo-centric superhero tropes or center intersectional identities.

The story focuses on the instability caused by the Justice League's disappearance. It treats the absence of these heroic institutions as a mystery to be solved rather than a critique of authority.

There is no significant emphasis on visible or invisible disabilities. Characters are defined by archetypal roles and physical capabilities rather than disability as a component of identity.