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The top 10 neighbors for ALDO span six different subcategories — department stores, footwear, convenience stores, QSR, apparel general, and banks — with no single category dominating the set. That breadth is the defining structural feature of a broad-shape audience.
Macy's leads at 0.92, the strongest score in the set, followed closely by Vans at 0.87 — the only other footwear brand in the top 10. From there, the neighbors scatter across kinds: 7-Eleven at 0.87 and Yogurtland at 0.87 represent convenience and QSR; Hugo Boss at 0.87 and Abercrombie at 0.85 are apparel general; Dave's Hot Chicken at 0.86 and Bakeries, Desserts & Confectioneries at 0.86 add more food-service weight; and Bank of America at 0.86 and LA Fitness at 0.85 round out the set with financial and fitness subcategories. Similarity here measures audience composition overlap — two entities score high when their audiences look alike in structure, regardless of what the entities sell.
The cross-kind spread is the real signal. Only two of the ten neighbors — Vans and Hugo Boss — share ALDO's apparel space (and Hugo Boss is apparel general, not footwear). The remaining eight come from retail, food service, financial, and fitness categories. This audience is not shaped primarily by footwear or fashion interest; it is shaped by something that cuts across everyday consumer touchpoints — the kind of audience that shops a department store, grabs a convenience snack, and visits a gym within the same week.
This pattern points to a mass-market, routine-errand audience whose shape is defined less by category loyalty than by broad, habitual consumption across physical retail and service locations.
