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Fanatics

Fanatics' top 10 neighbors span baseball media, trading cards, actors, and a home-goods brand — a flat distribution with no single dominant pull and scores compressed between 0.65 and 0.61.

The shape is flat: the top neighbor, Sporting News MLB (0.65), leads by only a slim margin over Justin Hartley (0.65), Panini America (0.64), SportsLine (0.64), and MLB Network (0.64). Similarity here measures how closely two entities' audiences resemble each other in composition — a high score means the audiences look alike, not that the entities are related. Tallying the top 10 by subcategory: three are TV Channels (MLB Network, FOX Sports: MLB, and MLB Pipeline), two are Actors (Justin Hartley and Chrissy Metz), two are Toys and Games (Panini America and Fanatics Authentic), one is a News Publisher (Sporting News MLB), one is a Website (SportsLine), and one is a Sports League (Minor League Baseball). Only ESPN Fantasy Sports shares Fanatics' own subcategory of Sports Brands — making this largely a cross-kind cluster. The baseball-media thread (TV channels, a news publisher, a website, a sports league) is the clearest grouping, but it sits alongside trading-card brands and primetime drama actors at nearly identical scores, which is the more structurally notable finding.

The flat, cross-kind spread suggests Fanatics draws an audience whose shape is defined less by any single content vertical than by a broad mainstream profile that overlaps with baseball coverage, collectibles, and general entertainment simultaneously.

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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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