LUSH's ten nearest neighbors span fitness studios, apparel, dining, and home goods — not other beauty or cosmetics brands. The shape is flat: scores run from 0.93 down to 0.91 with no single dominant pull, meaning the audience composition is broadly shared across a diverse set of retail and lifestyle categories rather than concentrated in any one.

The two closest neighbors are F45 Training (0.93) and barre3 (0.93), both fitness centers and gyms — the only subcategory that appears twice in the top 10. From there the set fans out: Floyd's 99 Barbershop (0.93, hair salons), Warby Parker (0.93, eyewear), Madewell (0.92) and Anthropologie (0.92, both women's apparel), Crate and Barrel (0.92, home goods), Apple Retail Store (0.92, electronics), Shake Shack (0.91, QSR), and Torchy's Tacos (0.91, casual dining). No other Beauty and Cosmetics brand appears in the top 10. The cluster is defined less by what LUSH sells than by a particular consumer profile that moves across fitness, considered retail, and lifestyle dining — categories that share an audience shape without sharing a product category.

The flat distribution across such varied subcategories suggests LUSH's audience is recognizable not by category loyalty but by a consistent lifestyle orientation that cuts across sectors.