Playground →
At 0.94, Black Rock Coffee pulls so far ahead of every other neighbor that the remaining nine barely register as a cluster — they read as background noise around a single dominant signal.
The shape is a textbook spike. Black Rock Coffee is the only other Coffee and Tea entity in the top 10; every other neighbor belongs to a different subcategory entirely. The next three closest — Hobbies, Gifts & Crafts (0.79), Brakes Plus (0.79), and MOD Pizza (0.79) — are a hobby-and-gifts retailer, an automotive repair service, and a fast-casual dining chain, respectively. They sit within a tight band of 0.76–0.79, suggesting no second cluster is forming; the drop from the top neighbor to the rest is the structural story here. The remaining neighbors extend that band further: Red Robin Gourmet Burgers (0.79), Hair Salons & Barber Shops (0.78), La-Z-Boy (0.78), PetSmart (0.77), ULTA Beauty (0.76), and Sport Clips (0.76) span furniture, pet retail, beauty, and personal care services — a cross-category mix with no single dominant subcategory beyond the top position.
The spike structure means this audience is defined almost entirely by its relationship to one entity, with a diffuse, category-agnostic ring of moderate overlap beyond it.
