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Samsung Electronics

Brands
Technology
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Samsung Electronics' top 10 neighbors span music platforms, TV channels, musicians, and a fitness brand — with only two other Technology subcategory entries in the set, and no single neighbor pulling far ahead of the rest.

The shape is flat: scores run from 0.92 down to 0.88 across the top 10, a narrow band with no dominant anchor. Apple Music leads at 0.92, followed closely by Google Play at 0.91 — both digital platform brands, but from different subcategories (Music and Technology respectively). Warner Bros. TV (0.91, TV Shows) and XBIZ (0.91, Magazines) sit just behind them, underscoring how cross-category the cluster is. Black Eyed Peas (0.90, Musicians and Bands) and MTV Music UK (0.90, TV Channels) continue the music-and-entertainment thread, while Beats by Dre (0.89, Technology) and Nike Basketball (0.89, Fitness) round out the lower end of the top 10. Tallying subcategories across all ten: Technology appears twice (Google Play, Beats by Dre), with the remaining eight slots split across Music, TV Shows, Magazines, Musicians and Bands, TV Channels (twice), and Fitness. The audience shape Samsung shares most closely is not primarily with other consumer electronics or tech brands — it's with a broad entertainment and media mix.

That breadth, compressed into a tight similarity band, suggests an audience whose composition is mainstream and platform-agnostic rather than concentrated around 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": "samsung", "title": "Samsung Electronics", "category": "Brands", "subcategory": "Technology", "resolved": "samsung", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "applemusic", "title": "Apple Music", "category": "Brands", "subcategory": "Music", "similarity": 0.9211, "drivers": [ "N03", "Q02", "Q08", "O04", "Q04" ] }, { "handle": "googleplay", "title": "Google Play", "category": "Brands", "subcategory": "Technology", "similarity": 0.9123, "drivers": [ "N03", "Q02", "Q08", "Q05", "P05" ] }, { "handle": "warnerbrostv", "title": "Warner Bros. TV", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9115, "drivers": [ "N03", "Q08", "Q05", "Q01", "O03" ] }, { "handle": "xbiz", "title": "XBIZ", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9089, "drivers": [ "N03", "Q08", "O04", "P05", "Q05" ] }, { "handle": "bep", "title": "Black Eyed Peas", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.902, "drivers": [ "N03", "Q08", "Q02", "O04", "Q04" ] }, { "handle": "mtvmusicuk", "title": "MTV Music UK", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.9005, "drivers": [ "N03", "Q02", "Q08", "Q05", "Q04" ] }, { "handle": "beatsbydre", "title": "Beats by Dre", "category": "Brands", "subcategory": "Technology", "similarity": 0.8908, "drivers": [ "N03", "Q02", "O04", "Q08", "Q04" ] }, { "handle": "nikebasketball", "title": "Nike Basketball", "category": "Brands", "subcategory": "Fitness", "similarity": 0.8893, "drivers": [ "N03", "Q02", "O04", "Q08", "Q04" ] }, { "handle": "googlechrome", "title": "Google Chrome", "category": "Brands", "subcategory": "Technology", "similarity": 0.8858, "drivers": [ "N03", "Q02", "Q08", "A06", "Q05" ] }, { "handle": "hitachi_us", "title": "Hitachi U.S.A.", "category": "Brands", "subcategory": "Technology", "similarity": 0.884, "drivers": [ "N03", "Q08", "O04", "Q02", "O03" ] } ] }
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