Red Lobster's top 10 neighbors span six different categories — casual dining sits alongside thrift retail, home improvement, car washes, footwear, and a department store — with no single category dominating the set.

The shape is broad: scores run from 0.85 down to 0.79 without a sharp drop-off, and the neighbor mix reflects that diffusion. Texas Roadhouse leads at 0.85, followed closely by Fazoli's at 0.84 — both Casual Dining, the same subcategory as Red Lobster. But the third-closest neighbor is Once Upon a Child, a Thrift Store, at 0.83, which is a tighter match than several fellow restaurants. Marco's Pizza (0.82, Casual Dining) and Window World (0.81, Home Improvement and Hardware) round out the top five. Below them, Club Carwash (0.80, Car Wash and Detailing), Gabe's (0.80, Department Stores), Logan's Roadhouse (0.80, Casual Dining), Spencer's (0.80, Hobbies Gifts and Crafts), and Finish Line (0.79, Footwear) complete the set. Four of the ten are Casual Dining; the other six span five distinct subcategories across Retail, Services, and Apparel.

That cross-category spread — where a thrift store and a home improvement retailer sit nearly as close as direct restaurant competitors — points to an audience whose shape is defined by something broader than dining preference alone.