The film lacks any visible representation of LGBTQ+ identities or queer intimacy. Character interactions remain strictly within the heteronormative bounds established by the franchise.

Velma and Daphne possess significant agency and intellect during the investigation. However, the narrative relies on traditional gender roles and mid-century adventure tropes without subverting them.

The ensemble remains homogeneous, reflecting the series' historical baseline. There is no evidence of diverse ethnic perspectives or race-bent characterizations within the cast.

The story focuses on celebrating traditional Christmas customs and holiday spirit. It promotes a conventional view of Western seasonal traditions rather than exploring diverse cultural lenses.

There is no discernible representation of physical, sensory, or neurodivergent disabilities. Characters operate within a standard range of physical and cognitive abilities.