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John Legend

Celebrities and Influencers
Musicians and Bands
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John Legend's top 10 neighbors span five distinct subcategories — Musicians and Bands, Athletes, Actors, a Music brand, and a TV Show — with scores compressed into a narrow 0.96–0.97 band, the defining characteristic of a flat-shape audience.

Six of the ten neighbors are fellow Musicians and Bands: Common (0.97), Solange Knowles (0.97), Beyoncé (0.96), Lupe Fiasco (0.96), Wyclef Jean (0.96), and Roc Nation (0.96) — though Roc Nation is classified as a Music brand rather than a musician. The remaining four positions go to Serena Williams (0.97) and Venus Williams (0.96) under Athletes, Idris Elba (0.96) and Gabrielle Union (0.96) under Actors, and VERZUZ (0.96) as a TV Show. The presence of two Athletes and two Actors in the top 10 — alongside the dominant musician cluster — signals that this audience's shape is not confined to music alone; it overlaps meaningfully with sports and screen talent as well.

The flat distribution, with no single neighbor pulling significantly ahead, reflects an audience whose composition is broadly shared across a wide range of celebrity and entertainment subcategories rather than concentrated around any one type.

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": "johnlegend", "title": "John Legend", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "johnlegend", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "common", "title": "Common", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9713, "drivers": [ "Q04", "Q02", "O04", "E02", "Q08" ] }, { "handle": "serenawilliams", "title": "Serena Williams", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9694, "drivers": [ "Q02", "Q04", "O04", "E02", "Q08" ] }, { "handle": "solangeknowles", "title": "Solange Knowles", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9673, "drivers": [ "Q04", "O04", "Q02", "E02", "Q08" ] }, { "handle": "beyonce", "title": "Beyoncé", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9643, "drivers": [ "Q04", "Q02", "O04", "E02", "Q08" ] }, { "handle": "lupefiasco", "title": "Lupe Fiasco", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9641, "drivers": [ "Q04", "Q02", "E02", "O04", "Q08" ] }, { "handle": "rocnation", "title": "Roc Nation", "category": "Brands", "subcategory": "Music", "similarity": 0.9627, "drivers": [ "Q02", "Q04", "O04", "E02", "Q08" ] }, { "handle": "verzuzonline", "title": "VERZUZ", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9611, "drivers": [ "Q04", "Q02", "E02", "O04", "Q08" ] }, { "handle": "wyclef", "title": "Wyclef Jean", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.96, "drivers": [ "Q04", "O04", "Q02", "E02", "Q08" ] }, { "handle": "idriselba", "title": "Idris Elba", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9578, "drivers": [ "Q04", "E02", "Q02", "O04", "Q08" ] }, { "handle": "itsgabrielleu", "title": "Gabrielle Union", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9564, "drivers": [ "O04", "Q04", "Q02", "E02", "Q08" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: