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Blackbear

Celebrities and Influencers
Musicians and Bands
Playground →Docs

Blackbear's top 10 nearest neighbors span radio channels, alcohol brands, actors, fellow musicians, a fashion retailer, a sporting goods chain, a gas station, and a humor account — a genuinely mixed cluster with no single subcategory dominating.

The shape is flat: scores compress from 0.93 down to 0.88 with no sharp drop-off and no single neighbor pulling far ahead. SiriusXM Octane (0.93, Podcasts and Radio) sits at the top, followed closely by Rob Dyrdek (0.93, Actors), Budweiser (0.93, Alcohol), and Bud Light (0.92, Alcohol). Those four alone span three different subcategories. Rounding out the top 10: G-Eazy (0.91, Musicians and Bands), American Eagle (0.89, Fashion), Fall Out Boy (0.89, Musicians and Bands), DICK'S Sporting Goods (0.89, Outdoors), Speedway (0.88, Gas Stations), and Sarcasm (0.88, Humor Memes and Satire). Of the ten, only three share Blackbear's own subcategory of Musicians and Bands — G-Eazy, Fall Out Boy, and one position further back. The rest are brands and personalities from entirely different domains. Two alcohol brands, one radio channel, one actor, one fashion retailer, one sporting goods chain, one gas station, and one humor account make up the majority of the set.

That breadth across retail, alcohol, radio, and lifestyle brands signals an audience whose shape is defined less by music fandom than by a consistent demographic and behavioral profile that cuts across many unrelated categories.

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": "iamblackbear", "title": "Blackbear", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "iamblackbear", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "sxmoctane", "title": "SiriusXM Octane", "category": "Marketing Channels", "subcategory": "Podcasts and Radio", "similarity": 0.9306, "drivers": [ "N03", "O01", "N04", "A02", "M03" ] }, { "handle": "robdyrdek", "title": "Rob Dyrdek", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9285, "drivers": [ "N03", "A02", "O01", "G01", "G03" ] }, { "handle": "budweiserusa", "title": "Budweiser", "category": "Brands", "subcategory": "Alcohol", "similarity": 0.9251, "drivers": [ "N03", "M03", "L02", "M01", "O01" ] }, { "handle": "budlight", "title": "Bud Light", "category": "Brands", "subcategory": "Alcohol", "similarity": 0.9237, "drivers": [ "N03", "N04", "M03", "O01", "I01" ] }, { "handle": "g_eazy", "title": "G-Eazy", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9101, "drivers": [ "N03", "A02", "G01", "J02", "H04" ] }, { "handle": "aeo", "title": "American Eagle", "category": "Brands", "subcategory": "Fashion", "similarity": 0.8927, "drivers": [ "N03", "N04", "N01", "M03", "J02" ] }, { "handle": "falloutboy", "title": "Fall Out Boy", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8866, "drivers": [ "N03", "J02", "A02", "O03", "O02" ] }, { "handle": "dicks", "title": "DICK'S Sporting Goods", "category": "Brands", "subcategory": "Outdoors", "similarity": 0.8857, "drivers": [ "N03", "O01", "I01", "M03", "G03" ] }, { "handle": "speedway", "title": "Speedway", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.8828, "drivers": [ "N03", "Q06", "O02", "O01", "F03" ] }, { "handle": "comedyposts", "title": "Sarcasm", "category": "Miscellaneous", "subcategory": "Humor Memes and Satire", "similarity": 0.8807, "drivers": [ "N03", "N04", "M03", "N01", "O01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: