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EXPRESS (social)

Brands
Fashion
Playground →Docs

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.

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

Attention graph /similar sample results  (free):
{ "handle": "express_social", "title": "EXPRESS (social)", "category": "Brands", "subcategory": "Fashion", "resolved": "express_social", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "hbomax", "title": "HBO Max", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.7914, "drivers": [ "P06", "P02", "I04", "Q01", "P04" ] }, { "handle": "cwjanethevirgin", "title": "Jane The Virgin", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.7503, "drivers": [ "P06", "Q01", "P02", "P03", "P04" ] }, { "handle": "tmobile", "title": "T-Mobile", "category": "Brands", "subcategory": "Telecommunications", "similarity": 0.7448, "drivers": [ "P06", "P02", "Q01", "P03", "P04" ] }, { "handle": "wingstop", "title": "Wingstop", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.7196, "drivers": [ "P06", "P02", "P03", "P04", "Q01" ] }, { "handle": "ricky_martin", "title": "Ricky Martin", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.7184, "drivers": [ "P06", "P02", "Q01", "P03", "P04" ] }, { "handle": "fatkiddeals", "title": "Fat Kid Deals", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.701, "drivers": [ "P04", "P06", "P02", "P03", "Q01" ] }, { "handle": "snydercut", "title": "Zack Snyder's Justice League", "category": "Brands", "subcategory": "Movie Franchises", "similarity": 0.6916, "drivers": [ "P02", "P06", "P04", "Q01", "F04" ] }, { "handle": "hmusa", "title": "H&M USA", "category": "Brands", "subcategory": "Fashion", "similarity": 0.6911, "drivers": [ "Q01", "E06", "P03", "P04", "I04" ] }, { "handle": "youranoncentral", "title": "Anonymous Central", "category": "Organizations", "subcategory": "Activism", "similarity": 0.6862, "drivers": [ "P02", "P03", "P04", "P06", "Q01" ] }, { "handle": "sofiavergara", "title": "Sofia Vergara", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.6854, "drivers": [ "P06", "P02", "E04", "P03", "Q01" ] } ] }
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