Scooby-Doo: Agence toutou risques, vol. 1 : Le voleur de vélo

The series operates within a framework that assumes everyone is straight or cisgender. There is a lack of explicit non-assuming gender matches what was assigned at birth identities or nuanced gender expressions in this era of the series.

Female characters like Velma and Daphne play significant roles in driving the story. Velma often serves as the group's intellectual leader, while Daphne is sometimes limited by traditional beauty standards.

The core ensemble is depicted as a homogeneous group. While guest characters may vary, the foundational narrative does not explore multi-layered racial dynamics.

The narrative reinforces a Western perspective of justice and logic. Monsters serve as metaphors for fear rather than critiques of systemic issues.

Characters with disabilities are rarely central to the story. Neurodivergence or physical limitations are treated as incidental rather than as drivers of character development.