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EXPRESS (social)

The top 10 neighbors of EXPRESS (social) span six different subcategories — TV Channels, TV Shows, Telecommunications, QSR, Musicians and Bands, and Websites — with no single kind dominating the set. That breadth is the defining structural fact here.

The shape is broad, and the scores reflect it: HBO Max leads at 0.79, but the drop to Jane The Virgin at 0.75 is modest, and the remaining eight neighbors — T-Mobile (0.74), Wingstop (0.72), Ricky Martin (0.72), Fat Kid Deals (0.70), Zack Snyder's Justice League (0.69), and H&M USA (0.69) — compress into a tight band through the bottom of the set. There is no structural spike, no clear second cluster; the scores descend gradually across the full range.

Notably, only one neighbor — H&M USA at 0.69 — shares EXPRESS's own subcategory of Fashion. The rest are drawn from entertainment, food service, telecommunications, and activism (Anonymous Central, 0.69), alongside actor Sofia Vergara at 0.69. The cross-kind composition is the dominant pattern: this audience's shape is defined far more by entertainment and lifestyle consumption than by fashion adjacency.

The broad, cross-category spread suggests an audience whose attention is distributed widely across media, food, and celebrity rather than concentrated within any single content vertical.

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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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