The top 10 neighbors for Scott Disick span five distinct subcategories — Models, Reality TV Stars, TV Personalities, Musicians and Bands, and Actors — with scores compressed into a narrow band from 0.93 down to 0.89, the defining signature of a flat shape.

Kendall Jenner (0.93, Models) sits at the top, followed closely by Brody Jenner (0.92, Reality TV Stars) and Kylie Jenner (0.91, TV Personalities). None of these three pulls far enough ahead to anchor the cluster on its own. Two fellow Reality TV Stars appear in the top 10 — Brody Jenner and Kourtney Kardashian (0.90) — but they do not dominate the set. Musicians and Bands account for two more slots: Selena Gomez (0.91) and Camila Cabello (0.91). Actors round out the mix with Vanessa Hudgens (0.89). The one structural outlier by category is Anastasia Beverly Hills (0.89), a Beauty brand — the only non-celebrity entity in the top 10 — and its presence alongside Kris Jenner (0.89, Reality TV Stars) and Khloé Kardashian (0.88, Reality TV Stars, just outside the top 10) points toward a beauty-and-reality-TV orbit that extends well beyond the Kardashian-Jenner circle itself.

The flat shape here reflects an audience that distributes its attention broadly across celebrity subcategories rather than concentrating around any single type.