The strongest pull in Louisiana Fried Chicken's top 10 comes not from another restaurant but from 10 Spot/MadRag, a women's apparel retailer, at 0.87 — the highest similarity score in the set.

The shape is broad, meaning overlap is distributed across many neighbors rather than concentrated in one. Apparel dominates the top 10 by subcategory count: WSS (Footwear, 0.83), SNIPES (Footwear, 0.82), and Shoe Palace (Footwear, 0.75) all rank in the upper half, alongside C Town Supermarkets (General Grocery Stores, 0.82) and El Super (General Grocery Stores, 0.76). The only other restaurant in the top 10 is Pollo Campero (QSR, 0.79), making it the lone food-service neighbor in a set otherwise defined by footwear retailers, grocery stores, and dd's DISCOUNTS (Discount Stores, 0.79). Safeguard Self Storage (Moving and Storage, 0.77) and Winchell's Donut House (Bakeries Desserts and Confectioneries, 0.76) round out the ten. The cross-kind pattern here is the finding: Louisiana Fried Chicken's audience shape aligns most tightly with value-oriented footwear chains and neighborhood grocery stores, not with other fried chicken or fast-food brands.

This broad, cross-category distribution points to an audience defined by a specific retail and service ecosystem rather than by food preferences alone.