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At 0.76, Harley Davidson is the single strongest pull in Abbey Carpet and Floor's top 10 — a motorcycle brand sitting just ahead of the nearest flooring competitor. That two-peak structure defines the shape of this audience: one cluster anchored by Automotive neighbors, another by Home Goods and Furnishings peers.
The similarity scores measure how closely two entities' audiences resemble each other in composition. The top 10 splits into two recognizable groups. The automotive cluster includes Harley Davidson (0.76), Garia (0.74) — an Automotive Parts and Accessories brand — and Pella (0.71), a Home Improvement and Hardware retailer that bridges the two poles. The home goods cluster is represented by Carpet One Floor & Home (0.75), Flooring America (0.73), and Mr. Appliance (0.63) — three direct subcategory peers. Beyond those two clusters, the remaining top-10 neighbors scatter across Pharmacies and Drugstores (Albertson's Pharmacy, 0.72), Health and Medical Services (Miracle-Ear, 0.66), Coffee and Tea (Human Bean, 0.66), and Banks (Banner Bank, 0.66) — a spread that suggests the audience is not narrowly defined by home improvement interest alone.
The two-peak structure reveals an audience that bridges a motorcycle-and-automotive sensibility with a home goods orientation, with neither cluster fully dominating.
