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At 0.93, LongHorn Steakhouse pulls away from every other neighbor in Marco's Pizza's top 10 — the next closest, Wow Bao, sits eight points back at 0.85. That gap is the defining structural feature of this data.
The shape is a spike. Four of the ten neighbors are restaurants — Wow Bao (0.85) and Steak 'n Shake (0.85) follow LongHorn closely, with Firehouse Subs at 0.83 — but the remaining six come from entirely different categories. Once Upon a Child (0.84, thrift retail) and Urban Air Trampoline Park (0.84, entertainment centers) both outscore Firehouse Subs, placing non-restaurant entities inside the restaurant cluster. Shoe Station (0.83, footwear), Ed Stetzer (0.82, authors), Tommy's Express Car Wash (0.82, car wash services), and Tony Dungy (0.82, athletes) round out the ten. The cross-category spread — thrift stores, entertainment venues, footwear, a religious author, an athlete, and a car wash all clustering near the same scores — signals that the audience composition driving these matches is not primarily about food preference or restaurant behavior.
The spike toward LongHorn Steakhouse, combined with a broadly mixed neighbor set, points to an audience defined by a consistent demographic and behavioral profile that cuts across retail, leisure, and service categories rather than one anchored to a single consumption vertical.
