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Burlington is the strongest pull in Stanton Optical's top 10, scoring 0.89 — and the neighbor set fans out broadly from there, with no single cluster dominating and scores remaining elevated across a wide range of categories. Similarity here measures how closely two entities' audiences resemble each other in composition; Burlington's 0.89 means its audience looks more like Stanton Optical's than any other entity in the set.
The shape is broad. The top 10 span general apparel (Burlington at 0.89, Aéropostale at 0.84), quick-service restaurants (Chuck E. Cheese's at 0.85, Wingstop at 0.85, IHOP at 0.84), sporting goods retail (Champs Sports at 0.85), children's apparel (The Children's Place at 0.83), and automotive parts (Pep Boys at 0.80), with Ross Stores (0.80) and Children's Apparel (0.78) rounding out the ten. No other eyewear entity appears in the top 10. The subcategory mix — general apparel, QSR, children's apparel, sporting goods, department stores, and automotive parts — points to an audience defined less by any single retail vertical than by a broad, value-oriented, family-facing consumer profile that cuts across everyday spending categories.
The cross-kind character of this neighbor set is the defining structural feature: Stanton Optical's audience shape is shared most tightly with discount apparel chains and family dining, not with other eyewear or optical retailers.
