Beaver Falls mostly focuses on traditional coming-of-age and fish-out-of-water comedy without heavy-handed identity-based casting. Character arcs are primarily driven by personal quirks, mistakes, and desires rather than checking representation boxes. Diversity is present, but not in an overbearing or forced manner, story and humor take precedence over ideology.

The show plays with irreverence and satire, but doesn't seriously go after traditional ideas of family, masculinity, or faith. It has some raunchy comedy, but its jabs at cultural norms are more for laughs than ideological re-education. Traditional masculinity and friendship tropes are front and center, often in comedic light.

There’s little evidence of a strong ideological monoculture; disagreements and alternative viewpoints between characters fuel much of the plot and humor. Some stereotypes and parodies appear, but overall the show lacks the all-in, one-sided preachiness that defines highly woke media.