The film explores unconventional relationship dynamics through Erin, who is the partner to both Graham and Steve. While it lacks explicit queer centering, the interpersonal connections suggest a departure from traditional heteronormative structures.

Alice, a professional journalist, serves as the narrative's intellectual force. She subverts typical tropes by using her investigative agency to dismantle the male protagonists' deceptions and megalomania.

The cast appears relatively homogeneous, reflecting the specific Scottish setting and digital influencer milieu. There is no significant evidence of racial intersectionality or non-white majority casting.

The film offers a biting critique of Western digital institutions and the predatory nature of the attention economy. It portrays social media as a toxic, voyeuristic system rather than a community.

The story focuses on psychological and social struggles rather than physical or neurodivergent disabilities. Consequently, there is no explicit representation of disability within the narrative.