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The top 10 neighbors for OnlyFans split almost evenly between musicians and reality TV figures, with a single brand peer and an alcohol label rounding out the set — a cross-kind cluster with no single dominant pull.

The shape is flat: scores run from 0.93 (Black Eyed Peas) down to 0.90 (Victoria Justice), a range of just three points across ten neighbors. Musicians and Bands account for three of those slots — Black Eyed Peas (0.93), Iggy Azalea (0.91), and Justin Bieber (0.90) — while Reality TV Stars fill another three: Khloé Kardashian (0.92), Kourtney Kardashian (0.92), and Kris Jenner (0.91). Paris Hilton (0.90) adds a TV Personalities entry, and Victoria Justice (0.90) is the lone Actor. The two non-celebrity neighbors are TikTok Creators (0.90) — the only other Social Media entity in the top 10 — and Patrón Tequila (0.91), the sole Alcohol brand. The dominant pattern is celebrity-driven: pop musicians and reality TV personalities together account for six of the ten positions, while OnlyFans' own subcategory appears just once.

The flat, cross-kind shape suggests an audience defined less by platform type than by a broad entertainment and celebrity culture that spans music, reality TV, and lifestyle brands.

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": "onlyfans", "title": "OnlyFans", "category": "Brands", "subcategory": "Social Media", "resolved": "onlyfans", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "bep", "title": "Black Eyed Peas", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9264, "drivers": [ "N03", "Q08", "O04", "P06", "P05" ] }, { "handle": "khloekardashian", "title": "Khloé Kardashian", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9198, "drivers": [ "N03", "P06", "O04", "Q08", "P02" ] }, { "handle": "kourtneykardash", "title": "Kourtney Kardashian", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9196, "drivers": [ "N03", "P06", "O04", "Q08", "P02" ] }, { "handle": "iggyazalea", "title": "Iggy Azalea", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9094, "drivers": [ "N03", "Q08", "O04", "P06", "P05" ] }, { "handle": "krisjenner", "title": "Kris Jenner", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9093, "drivers": [ "N03", "P06", "Q08", "O04", "P05" ] }, { "handle": "patron", "title": "Patrón Tequila", "category": "Brands", "subcategory": "Alcohol", "similarity": 0.9055, "drivers": [ "N03", "O04", "P06", "P05", "Q08" ] }, { "handle": "tiktokcreators", "title": "TikTok Creators", "category": "Brands", "subcategory": "Social Media", "similarity": 0.9035, "drivers": [ "N03", "Q08", "O04", "P05", "P02" ] }, { "handle": "justinbieber", "title": "Justin Bieber", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8993, "drivers": [ "N03", "O04", "Q08", "P06", "P05" ] }, { "handle": "parishilton", "title": "Paris Hilton", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.8974, "drivers": [ "N03", "O04", "Q08", "P06", "P05" ] }, { "handle": "victoriajustice", "title": "Victoria Justice", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8968, "drivers": [ "N03", "P06", "Q08", "P05", "P02" ] } ] }
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