The top 10 neighbors for O'Charley's span gas stations, tire shops, furniture stores, pet supply retailers, and fast casual restaurants — no single category dominates, and only two neighbors share O'Charley's own Casual Dining subcategory.
The shape is broad, with scores running from 0.88 down to 0.83 across a diverse mix of entity types. Kum & Go leads at 0.88, a Gas Stations entry, followed by Sleep Outfitters (Furniture Stores, 0.87) and Tire Discounters (Parts and Accessories, 0.87). Hot Head Burritos (Fast Casual Dining, 0.86) and Belle Tire (Parts and Accessories, 0.86) round out the top five. The subcategory distribution across all ten is strikingly varied: two automotive Parts and Accessories entries, two Gas Stations, one Furniture Store, one Pet Supplies and Services, one Fast Casual Dining, one Footwear, one Other Business Services, and one Convenience Store. Marco's Pizza (Casual Dining, 0.81) is the only neighbor sharing O'Charley's exact subcategory within the top 10 — LongHorn Steakhouse appears just outside at position 21 in the broader dataset but does not appear in the top 10.
The cross-kind composition here — automotive services, fuel retail, and home goods sitting alongside restaurant brands — points to an audience defined less by food preference than by a consistent regional and lifestyle footprint that cuts across everyday errand categories.