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ViacomCBS

Brands
Entertainment Platforms
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ViacomCBS's top 10 nearest neighbors span magazines, music brands, fashion labels, a sports team, TV shows, and celebrity personalities — with no single subcategory dominating and no other Entertainment Platform appearing in the set.

The shape is flat: scores run from 0.89 down to 0.85 across the top 10, a narrow band with no standout anchor. Entertainment Weekly leads at 0.89, followed by SoundCloud at 0.88 and New York Life at 0.87 — three entities from three entirely different subcategories. Marc Jacobs (Fashion, 0.86) and ELLE Magazine (Magazines, 0.86) continue the pattern, with Brooklyn Nets (Sports Teams, 0.86), Access Hollywood (TV Shows, 0.86), and Showtime (TV Channels, 0.86) rounding out the cluster alongside Universal Music Group (Music, 0.86) and Questlove (Musicians and Bands, 0.85). Tallying the subcategories: two Music brands, two Magazines, one Fashion brand, one Finance brand, one Sports Team, one TV Show, one TV Channel, and one Musician — no subcategory claims more than two slots. The cross-kind character here is the finding: ViacomCBS's audience shape is not defined by proximity to other entertainment platforms or media conglomerates, but by a diffuse mix of culture-adjacent brands and personalities spanning fashion, finance, music, and celebrity media.

This flat, wide-ranging neighbor profile suggests an audience whose composition is shaped by broad cultural engagement rather than loyalty to any single media category.

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": "viacomcbs", "title": "ViacomCBS", "category": "Brands", "subcategory": "Entertainment Platforms", "resolved": "viacomcbs", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "ew", "title": "Entertainment Weekly", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.8929, "drivers": [ "I01", "Q01", "A02", "G03", "Q04" ] }, { "handle": "soundcloud", "title": "SoundCloud", "category": "Brands", "subcategory": "Music", "similarity": 0.8838, "drivers": [ "I01", "Q04", "Q01", "Q02", "E02" ] }, { "handle": "newyorklife", "title": "New York Life", "category": "Brands", "subcategory": "Finance", "similarity": 0.8701, "drivers": [ "Q01", "I01", "Q04", "Q02", "E02" ] }, { "handle": "marcjacobs", "title": "Marc Jacobs", "category": "Brands", "subcategory": "Fashion", "similarity": 0.8621, "drivers": [ "Q01", "I01", "Q04", "O04", "E02" ] }, { "handle": "ellemagazine", "title": "ELLE Magazine (US)", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.8574, "drivers": [ "I01", "Q01", "A02", "G01", "G03" ] }, { "handle": "brooklynnets", "title": "Brooklyn Nets", "category": "Organizations", "subcategory": "Sports Teams", "similarity": 0.8572, "drivers": [ "Q01", "I01", "Q04", "E02", "O04" ] }, { "handle": "accessonline", "title": "Access Hollywood", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.8565, "drivers": [ "Q01", "Q02", "I01", "E02", "Q04" ] }, { "handle": "showtime", "title": "Showtime", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.8564, "drivers": [ "I01", "Q01", "A02", "E02", "O04" ] }, { "handle": "umg", "title": "Universal Music Group", "category": "Brands", "subcategory": "Music", "similarity": 0.8552, "drivers": [ "Q02", "Q04", "Q01", "I01", "E02" ] }, { "handle": "questlove", "title": "Questlove", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8526, "drivers": [ "Q04", "I01", "E02", "Q01", "Q02" ] } ] }
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