Four of PUMP RULES' ten nearest neighbors are Reality TV Stars — Tamra Judge (0.72), Heather Dubrow (0.72), Brandi Glanville (0.67), and Vicki Gunvalson (0.67) — making that subcategory the single largest cluster in the set, even though PUMP RULES itself is a TV Show.

The shape is broad, meaning no single neighbor dominates and overlap spreads across many entities. Vanderpump Rules is the strongest signal at 0.85, followed by Sur Restaurant at 0.76 — a brand directly tied to the show's world — and Below Deck Med at 0.74, the only other TV Show in the top 10 besides Vanderpump Rules. Beyond that core, the neighbor set widens in unexpected directions: Rumble, an entertainment platform, sits at 0.68, and Credit Unions appears at 0.67 — a Financial subcategory entry with no thematic connection to reality television, whose presence reflects audience shape rather than content overlap. Michael Bublé, the sole musician in the top 10, rounds out the set at 0.66. The mix of Bravo-adjacent reality stars, a restaurant brand, an alternative video platform, a financial institution, and a pop musician signals an audience whose composition is shared by a wide and structurally diverse range of entities.

The broad shape here reflects an audience that doesn't belong exclusively to one content niche — it maps onto reality TV, lifestyle brands, and well beyond.