The top 10 neighbors for Sotheby's span magazines, news publishers, a beauty brand, a home brand, a website, and a direct auction-house peer — no single category dominates, and the scores compress into a narrow band from 0.97 down to 0.94.
Christie's sits at the top at 0.97, the only neighbor sharing Sotheby's own subcategory (Other, Brands). Below it, the cluster is defined by upscale print and digital media: The Real Deal (0.95) and NYT Real Estate (0.95) represent real-estate-focused magazines; Town & Country (0.94) and Condé Nast Traveler (0.94) are luxury lifestyle titles. Page Six (0.95) is the one news publisher in the top 10, sitting between those two magazine clusters. goop (0.94, Beauty) and Jonathan Adler (0.93, Home) are the brand-side entries, while Curbed (0.94) and Well+Good (0.93) round out the set as lifestyle websites. Tallying subcategories: five magazines, one news publisher, one website (Curbed), one website (Well+Good), one Beauty brand, one Home brand, and one Other brand — no single subcategory commands the cluster.
The flat shape here reflects an audience that is broadly distributed across upscale media verticals — luxury real estate, lifestyle publishing, and aspirational brands — rather than concentrated around any one kind of entity.