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Harley Davidson is the strongest pull in Flooring America's top 10 — a motorcycle brand sitting above every restaurant, automotive service, and the one direct flooring competitor in the set.
The shape here is broad: nine of the top 10 neighbors score between 0.81 and 0.87, with no single entity dominating and no sharp drop-off. Harley Davidson leads at 0.87 (similarity measures how closely two entities' audiences resemble each other in composition, not how related the entities are). Behind it come Cumberland Farms (0.84, Gas Stations), Steak 'n Shake (0.83, Fast Casual Dining), Quick Lane (0.82, Automotive Maintenance and Repair), and Winnebago (0.82, Car Makers). The subcategory mix across all 10 is notably cross-kind: Automotive accounts for three neighbors (Motorcycles, Maintenance and Repair, Car Makers), Restaurants & Eateries for three more (Fast Casual, Casual Dining, Coffee and Tea), and Services for one (Health and Medical Services). Only one neighbor — Carpet One Floor & Home at 0.81 — shares Flooring America's own subcategory of Home Goods and Furnishings, making it the lone same-kind entry in the top 10.
The athlete subcategory is absent from the top 10 entirely, and no pure retail category beyond home goods appears. What the top 10 reveals is an audience whose shape is defined less by home improvement interest than by a broader Midwestern-franchise-and-service-brand profile — motorcycles, drive-through dining, and automotive upkeep sitting closer to this flooring retailer than almost any other home goods brand.
