The top 10 neighbors for Jacobin Magazine span four distinct subcategories — political groups, magazines, news publishers, and authors — with no single neighbor pulling far ahead of the rest, and scores compressed tightly between 0.98 and 0.97.

The shape is flat: Democratic Socialists of America leads at 0.98, followed closely by author Roxane Gay at 0.98, investigative news outlet Reveal at 0.98, fellow magazine The Baffler at 0.97, and The Intercept at 0.97. The remaining five — Bust Magazine, Ms. Magazine, Justice Democrats, Criterion Channel, and Pitchfork — all fall between 0.97 and 0.97, a band of roughly one hundredth of a point. No single neighbor dominates.

The subcategory mix is the real finding. Four of the top 10 are magazines (The Baffler, Bust Magazine, Ms. Magazine, Pitchfork), three are news publishers or political groups (Reveal, The Intercept, Democratic Socialists of America, Justice Democrats), one is an author, and one is a website. Jacobin's own subcategory — Magazines — is well represented, but the audience shape extends equally into left-leaning political organizations and independent news publishers, with a notable reach toward an author whose readership sits at the intersection of cultural criticism and politics. The presence of Criterion Channel, a film-streaming website, as a top-10 neighbor adds a cultural-consumption dimension absent from a purely political or journalistic reading of this audience.

The flat shape signals an audience that is broadly constituted across progressive media, political organizing, and literary culture rather than concentrated around any single adjacent entity.