Roxane Gay's top 10 nearest neighbors span comedians, websites, news publishers, activism organizations, and journalists — with no single entity pulling far ahead of the rest. Similarity scores run from 0.98 at the top to 0.98 at the bottom of the set, a band so compressed it confirms the flat shape: this audience overlaps broadly and evenly across a wide range of entity types.
Tallying the subcategories across the top 10: Websites (2 — Jezebel, Reductress), News Publishers (2 — Reveal, The Intercept), Comedians (1 — Aparna Nancherla), Activism (1 — Planned Parenthood Action), Authors (1 — Jessica Valenti), Journalists (2 — Jamelle Bouie, Astead Herndon), and Magazines (1 — Ms. Magazine). That's a genuinely mixed field: no single subcategory accounts for more than two of the ten slots. Roxane Gay's own subcategory — Authors — appears once, in Jessica Valenti at 0.98, meaning the audience is not primarily shaped by other authors but by a cross-kind cluster of journalists, digital media outlets, comedians, and advocacy organizations.
The mix points to an audience that moves fluidly across progressive commentary, feminist media, investigative journalism, and politically engaged comedy — a cohesive orientation expressed through many different entity types rather than a single dominant one.