Dissent Magazine's top 10 nearest neighbors span five distinct subcategories — magazines, websites, podcasts and radio, news publishers, and entertainment brands — with scores compressed into a narrow band from 0.94 to 0.96, the defining signature of a flat shape.

The two closest neighbors are fellow magazines: The Baffler at 0.96 and Jacobin Magazine at 0.95. Both share Dissent's subcategory, making them the clearest same-kind matches in the set. From there, the cluster diversifies quickly. Jezebel (0.95) and The Appeal (0.94) are websites; Democracy Now! (0.94) is a podcast and radio outlet; The Intercept (0.94) is a news publisher. The one genuine outlier by subcategory is Criterion Collection (0.95), an entertainment brand — the only non-media-channel entity in the top 10 and the only one classified under Brands rather than Marketing Channels. Mic (0.95) rounds out the magazine contingent, giving the top 10 three magazines total alongside a mix of digital outlets and one broadcast-adjacent radio program.

What the flat shape reveals is that Dissent's audience does not cluster tightly around any single neighbor type; instead, it overlaps comparably with left-leaning magazines, investigative web outlets, and independent news publishers, suggesting an audience that moves fluidly across formats rather than anchoring to one.