New Balance's top 10 nearest neighbors span six different categories — apparel, fitness, retail, restaurants, services, and education — with no single subcategory dominating the set.

The shape is flat: scores run from 0.89 down to 0.86 across the top 10, a narrow band with no standout anchor. Men's Apparel leads at 0.89, followed by F45 Training (0.87) and LUSH (0.87). LensCrafters (0.87) and Sola Salon Studios (0.87) round out the top five. The subcategory mix tells the real story: Fitness Centers and Gyms (F45 Training), Beauty and Cosmetics (LUSH), Eyewear (LensCrafters), Beauty Salons and Spas (Sola Salon Studios), Children's Education (School of Rock, 0.87), and Casual Dining (The Cheesecake Factory, 0.87) all appear within a single point of each other. New Balance's own subcategory — Footwear — has no representative in the top 10; the nearest audiences are shaped by gyms, salons, home goods retailers, and sit-down restaurants rather than other shoe brands. REI (0.86), classified under Sporting Goods and Outdoor Gear, is the closest thing to an athletic-adjacent neighbor in the set, and Chipotle Mexican Grill (0.86) and Apple Retail Store (0.86) complete the ten.

The flat distribution across this wide category mix suggests an audience defined less by a single lifestyle vertical than by a broad, cross-category consumer profile that touches fitness, personal care, family services, and everyday retail in roughly equal measure.