Express's top 10 neighbors span six distinct categories — apparel, retail, restaurants, entertainment, commercial real estate, and fitness — with no single subcategory dominating the set.

The shape is broad: scores run from Victoria's Secret at 0.92 down to Menchie's at 0.81, with no sharp drop-off between them. Apparel is the most represented category in the top 10, but the subcategories within it are scattered: H&M and Old Navy are General Apparel like Express itself, while OshKosh B'gosh and Carter's are Children's Apparel, and The Men's Wearhouse is Men's Apparel. The remaining five neighbors are spread across Electronics (Best Buy, 0.87), Hobbies Gifts and Crafts (Build-A-Bear Workshop, 0.85), Commercial Real Estate (Simon Mall, 0.84), Fitness Centers and Gyms (Crunch, 0.80), and Juice and Smoothies (Menchie's, 0.81). The presence of Simon Mall at 0.84 — a mall operator rather than any kind of apparel brand — is the clearest signal that this audience is defined by a physical retail context as much as by clothing preference.

The breadth of this neighbor set points to an audience shaped by the mall ecosystem broadly, not by loyalty to any single retail category.