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Stella McCartney

The top 10 neighbors for Stella McCartney form a tight cluster of fashion media and fellow fashion brands, with scores spanning just 0.97 to 0.95 — a narrow band that reflects the flat shape of this audience. Similarity here measures how closely two entities' audiences resemble each other in composition; the compressed range means no single neighbor stands out as a dominant pull.

Four of the ten are magazines: W Magazine (0.97), Harper's Bazaar (0.96), WWD (0.96), and Vogue Paris (0.95). Three are fellow fashion brands: rag & bone (0.96), Net-a-Porter (0.96), and Proenza Schouler (0.95). The remaining three are fashion-focused websites — Fashionista.com (0.95), STYLECASTER (0.95) — and the department store Barneys New York (0.97). The mix is almost entirely fashion-ecosystem entities: trade and consumer publications, luxury retail, and designer peers, with no crossover into entertainment, sports, or general lifestyle in the top 10.

The flat, high-scoring cluster signals an audience that is deeply embedded in the fashion world — one whose attention is concentrated within a single, well-defined media and retail ecosystem rather than distributed across broader cultural categories.

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Nearest neighbors by audience shape

Cosine similarity over Persona Live audience composition.
"Entities whose overall audience profile most closely matches this one — people who follow one tend to follow the other."

Raw data

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