The film operates within a strictly heteronormative framework. There is no depiction of non-cisnormative identities or same-sex intimacy within the cycling subculture.

The documentary focuses almost exclusively on a male-dominated sporting environment. Women are largely absent from the primary action and decision-making processes.

The subjects are overwhelmingly homogeneous, consisting primarily of white male enthusiasts. The film lacks significant racial or ethnic diversity within its visual landscape.

The film portrays a traditional, middle-class hobbyist culture. It celebrates a specific lifestyle without engaging in systemic critique or challenging Western institutions.

There is no visible or invisible disability representation. All subjects are depicted as able-bodied participants in a physically demanding sport.