The film follows a strictly heteronormative structure. It lacks any visible LGBTQ+ characters or non-cisnormative identities.

Anna subverts traditional courtship tropes by acting as the primary agent of romantic intent. She uses Leap Day to initiate the proposal, driving the plot forward.

The cast is predominantly white and centered on Western identities. The narrative lacks diverse casting or intersectional depth to challenge a homogeneous demographic.

The story utilizes Irish folklore and tradition to facilitate a standard romantic arc. It prioritizes personal fulfillment over systemic or post-colonial critique.

Characters are depicted within able-bodied norms. There is no representation of physical, sensory, or neurodivergent disabilities in the main arcs.