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At 0.95, Saks Off Fifth — a department store — is the single strongest pull in Yard House's similarity graph, well ahead of every other neighbor. That gap defines the spike shape here.
The next nine neighbors cluster between 0.89 and 0.86, but the composition of that cluster is the real story. Only two of the top 10 share Yard House's own subcategory of Casual Dining: P.F. Chang's China Bistro at 0.89 and The Cheesecake Factory at 0.88. The remaining seven are apparel and retail brands — Lucky Brand (0.89), Nordstrom Rack (0.88), The North Face (0.88), Pandora (0.87), Sunglass Hut (0.87), PGA TOUR Superstore (0.87), and World Market (0.86). Across subcategories, that's General Apparel, Outdoor and Athletic Apparel, Jewelry and Accessories, Eyewear, and Sporting Goods — a cross-kind cluster that skews heavily toward mid-to-upper-tier retail rather than food and beverage.
The pattern suggests Yard House's audience is shaped less by dining habits than by a broader retail and lifestyle profile — one that aligns more tightly with mall-anchored apparel and accessories brands than with other casual dining chains.
