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LongHorn Steakhouse's top 10 neighbors span restaurants, a grocery-and-superstore chain, a footwear retailer, and two TV shows — a mix that reflects a broad, mainstream consumer audience rather than a tight category cluster.
The shape is flat: scores run from 0.96 down to 0.91 with no single neighbor pulling sharply ahead. Outback Steakhouse leads at 0.96, followed by Dairy Queen at 0.93 and Hardee's at 0.93. Seven of the ten neighbors are restaurants — Subway (0.92), Steak 'n Shake (0.92), KFC (0.92), and Red Lobster (0.91) round out that group — confirming that the dominant pull is same-kind audience overlap across casual and fast-food dining. The three non-restaurant neighbors are Big Lots (0.93, Grocery and Superstores), Hibbett (0.91, Footwear), and The Bold & The Beautiful (0.91, TV Shows). Their presence alongside the restaurant cluster signals that the shared audience composition extends into value retail and broadcast television — categories that sit well outside the dining space but land at nearly identical similarity scores.
The flat distribution, with all ten neighbors compressed within a 0.05-point band, indicates an audience whose shape is common enough to align simultaneously with fast food, sit-down chains, discount retail, and daytime TV — a profile defined less by any single affinity than by its broad mainstream reach.
