Jalopnik's top 10 neighbors span five different subcategories without a single one dominating — the hallmark of a flat audience shape. The mix includes authors, comedians, auto brands, a research organization, and a B2B technology tool, with similarity scores running from 0.85 down to 0.84 across the entire set.
Men's Apparel leads at 0.85, followed closely by Brené Brown (0.85) and Jon Stewart (0.84) — an apparel category, an author, and a comedian arriving nearly in lockstep. James Martin, SJ (0.84, Spiritual Leaders) and Rivian (social) (0.84, Auto) sit just behind them, and NASA's Perseverance Mars Rover (0.84, Research Organizations) rounds out the top six. The only auto-adjacent neighbor in the top 10 is Rivian; Audi (0.84, Car Makers) appears at position eight, making two auto-related entries total. The remaining slots go to Simon Sinek (0.84, Authors), Audi, Moz (0.84, B2B), and Seth Godin (0.84, Authors). Notably, no other Website subcategory entry appears in the top 10 — Jalopnik's own kind is absent from its nearest neighbors entirely.
The cross-kind character here is the real finding: a car-focused website whose nearest audiences are shaped more by business authors, comedians, and a Mars rover than by other automotive or news properties.