Playground →
Pottery Barn's top 10 nearest neighbors span apparel, furniture, outdoor gear, electronics, and fine dining — no single category dominates, and the spread is wide enough that the shape classifier flags this as broad.
Williams-Sonoma is the strongest pull at 0.98, the only neighbor that shares Pottery Barn's own subcategory (Home Goods and Furnishings) in the top 10 — The Container Store and Crate and Barrel also land there, at 0.93 and 0.93 respectively, making three fellow home goods retailers in the set. Beyond that cluster, the neighbors shift decisively into apparel: Athleta (0.97), Anthropologie (0.96), Banana Republic (0.93), and Evereve (0.93) all appear, spanning outdoor and athletic, women's, and general apparel subcategories. Tempur (0.95) and REI (0.94) round out the retail presence, the former a furniture store and the latter sporting goods and outdoor gear. Fine Dining & Luxury Eateries (0.93) is the lone restaurant entry in the top 10, and Apple Retail Store (0.93) is the only electronics neighbor.
The dominant pattern is premium retail — home goods, apparel, and specialty stores — with no mass-market or discount retail appearing in the top 10. The breadth of that premium band, rather than any single anchor, defines this audience's shape.
