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Kurzgesagt

Marketing Channels
Websites

Kurzgesagt's top 10 nearest neighbors span TV personalities, comedians, actors, TV shows, and a tech personality — with no single subcategory dominating and scores compressed into a narrow band from 0.80 down to 0.76.

The shape is flat: Casey Neistat leads at 0.80, followed by Eric Andre (0.79), Queer Eye (0.78), Tan France (0.78), Hasanabi (Hasan Piker) (0.78), and Karamo Brown (0.78) — a spread of only four hundredths across six neighbors. Subcategory-wise, TV Personalities account for four of the ten slots (Casey Neistat, Tan France, Karamo Brown, and Jonathan Van Ness), Comedians for two (Eric Andre and Jemaine Clement), Actors for one (Aubrey Plaza), TV Shows for one (Queer Eye), and Tech Personalities for one (Hasanabi). Kurzgesagt is classified as a Website, and no other Website appears in the top 10 — the audience shape is defined entirely by personalities and entertainment properties rather than by anything in the same channel category. The Queer Eye cluster (Queer Eye, Tan France, Karamo Brown, Jonathan Van Ness) occupies four of the ten positions, suggesting a particular lifestyle-and-personality audience thread running through the overlap, sitting alongside the comedy-adjacent figures.

The flat, cross-kind structure here indicates an audience that doesn't cluster tightly around any single type of entity — it distributes evenly across entertainment personalities and shows, with no structural anchor.

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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

Attention graph /similar sample results  (free):
{ "handle": "kurz_gesagt", "title": "Kurzgesagt", "category": "Marketing Channels", "subcategory": "Websites", "resolved": "kurz_gesagt", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "casey", "title": "Casey Neistat", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.7981, "drivers": [ "H04", "N03", "G03", "A02", "G01" ] }, { "handle": "ericandre", "title": "Eric Andre", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.7863, "drivers": [ "N03", "H04", "G03", "H02", "P03" ] }, { "handle": "queereye", "title": "Queer Eye", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.7839, "drivers": [ "H04", "H02", "G03", "N03", "A02" ] }, { "handle": "tanfrance", "title": "Tan France", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.7812, "drivers": [ "H04", "G03", "H02", "G01", "N03" ] }, { "handle": "hasanthehun", "title": "Hasanabi (Hasan Piker)", "category": "Celebrities and Influencers", "subcategory": "Tech Personalities", "similarity": 0.7774, "drivers": [ "H04", "G03", "H02", "P03", "I01" ] }, { "handle": "karamo", "title": "Karamo Brown", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.7757, "drivers": [ "H04", "G03", "H02", "G01", "N03" ] }, { "handle": "jvn", "title": "Jonathan Van Ness", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.7669, "drivers": [ "G03", "H04", "H02", "G01", "A02" ] }, { "handle": "ajemaineclement", "title": "Jemaine Clement", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.7657, "drivers": [ "G03", "H02", "N03", "A02", "G01" ] }, { "handle": "antoni", "title": "Antoni Porowski", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.7607, "drivers": [ "H04", "G03", "H02", "G01", "A02" ] }, { "handle": "sheaserrano", "title": "Shea Serrano", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.7598, "drivers": [ "G03", "H02", "H04", "N03", "G01" ] } ] }
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