LensCrafters' top 10 neighbors span six different categories — fast casual dining, men's apparel, fitness, cosmetic services, automotive, and logistics — with no other eyewear brand appearing in the set.
The shape is flat: scores run from 0.95 down to 0.91 with no single dominant neighbor and no sharp drop-off. Chipotle Mexican Grill leads at 0.95, followed closely by Men's Apparel at 0.95 and Fitness Centers & Gyms at 0.94. Juice & Smoothies (0.94) and European Wax Center (EWC) (0.94) round out the top five. The subcategory distribution across all ten is genuinely mixed: fast casual dining, men's apparel, fitness centers and gyms, juice and smoothies, cosmetic services, car makers, transport and logistics, office supplies and services, casual dining, and beauty and cosmetics — one entry each. No subcategory repeats in the top 10, which is the defining feature of a flat shape.
The cross-kind character here is notable. LensCrafters is classified as Eyewear, yet its nearest audience shapes belong entirely to other categories — errand-run retail, personal care services, fitness, and premium automotive. The audience that looks most like LensCrafters' is one that moves through a specific mix of mid-tier service and lifestyle brands, not one organized around vision care or optical retail specifically.
That breadth, with no single anchor and no same-subcategory neighbor in the top 10, suggests an audience defined more by a lifestyle pattern of routine service consumption than by any single category affinity.