The top 10 neighbors for Shipley Donuts span six different categories — restaurants, grocery, convenience, apparel, and more — with no single cluster dominating, which is the defining feature of a broad audience shape.

La Michoacana Meat Market is the strongest pull at 0.72, a general grocery store whose audience composition aligns more closely with Shipley Donuts than any other entity in the set. From there, the neighbors spread across subcategories: Cavender's (footwear, 0.67) is the only apparel entry in the top 10, sitting ahead of two casual dining restaurants — Taco Cabana at 0.62 and Saltgrass Steak House at 0.57. Timewise Food Store, a gas station, lands at 0.61, and Whataburger (QSR, 0.58) is the highest-scoring quick-service restaurant in the group. Great American Cookies at 0.58 is the only other entity in the top 10 sharing Shipley's own subcategory — Bakeries, Desserts and Confectioneries — making same-kind overlap notably thin. Pappas Bar-B-Q (casual dining, 0.57) and Pizza Boli's (QSR, 0.55) round out the restaurant presence, while ampm (convenience store, 0.52) closes the top 10.

The cross-category spread — grocery, fuel retail, footwear, and multiple restaurant formats all registering meaningful similarity — points to an audience that is not defined by a single retail or dining context but instead cuts across everyday, value-oriented consumption patterns.