The film features no LGBTQ+ characters or themes.

No transgender characters or themes appear in the film. The spy thriller narrative focuses on intelligence leaks and national security operations without addressing gender identity.

Female characters Zhao Hong and Bai Fan hold leadership and espionage roles in the national security unit and as an enemy contact, respectively. The story centers on investigation, surveillance, and a mole hunt with an opening chase and climactic pursuit involving shootouts, but no close-quarters physical combats where females defeat males occur.

Scare Out presents original characters in a spy thriller without adaptations or historical bases, resulting in no gender swaps.

Scare Out features original characters in a contemporary Chinese espionage narrative, with no adaptations, prior installments, or historical figures establishing canonical races. The Chinese cast aligns with the setting's ethnic context, resulting in no race swaps.