Cold Stone Creamery's top 10 nearest neighbors span seven distinct subcategories — no single category dominates, and the spread runs from juice bars to big-box retail to commercial real estate. That breadth is the defining structural fact here.

The shape is broad, with scores compressed between 0.90 and 0.85 across the top 10. Juice & Smoothies leads at 0.90, followed closely by Target (0.90) and Movies & Theaters (0.89). Starbucks sits at 0.89, and Costco Gasoline and Costco both appear at 0.87 and 0.86 respectively. Chipotle Mexican Grill (0.86) and Commercial Real Estate (0.86) round out the mid-tier, with Zumiez (0.85) and The UPS Store (0.85) closing the top 10. Only one neighbor — Bakeries, Desserts & Confectioneries (0.84, just outside the top 10) — shares Cold Stone's own subcategory, meaning the top 10 is almost entirely cross-kind: food service, big-box retail, entertainment, apparel, logistics, and commercial services all appear. The subcategory mix — juice and smoothies, big-box retail, movies and theaters, coffee, gas stations, fast casual dining, apparel general, office services — points to an audience that is broadly suburban and errand-oriented rather than one organized around any single consumption category.

The cross-kind breadth here signals an audience whose shape is defined by lifestyle pattern rather than category loyalty.