Share

Emily Osment

Celebrities and Influencers
Actors
Playground →Docs

Emily Osment's top 10 nearest neighbors are dominated by musicians and bands — six of the ten — with the remaining four spread across game developers, athletes, a TV show, and a tech personality. Not one fellow actor appears in the top 10.

The shape is flat: scores run from 0.92 down to 0.89 with no single neighbor pulling sharply ahead. The six musicians cluster around former One Direction members — Niall Horan (0.92), Louis Tomlinson (0.91), and Liam Payne (0.90) — alongside Bridgit Mendler (0.91) and two members of 5 Seconds of Summer, Michael Clifford (0.90) and Calum Hood (0.90). These are pop acts with young, digitally active fan bases, and their audience shape closely mirrors Osment's. The non-musician neighbors — Epic Games Store (0.90), Steve Austin (0.90), SpongeBob (0.89), and Markiplier (0.89) — span gaming, wrestling, animation, and gaming content creation, pointing to a broad youth-skewing audience rather than a narrowly defined one.

The cross-kind pattern here is the defining structural fact: an actor whose nearest audience shapes belong almost entirely to musicians and digital entertainment properties, with no actors in the top 10 at all.

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": "emilyosment", "title": "Emily Osment", "category": "Celebrities and Influencers", "subcategory": "Actors", "resolved": "emilyosment", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "niallofficial", "title": "Niall Horan", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9181, "drivers": [ "N04", "A02", "O03", "G01", "O02" ] }, { "handle": "louis_tomlinson", "title": "Louis Tomlinson", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9119, "drivers": [ "N04", "O03", "A02", "G01", "O02" ] }, { "handle": "bridgitmendler", "title": "Bridgit Mendler", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9065, "drivers": [ "N04", "O03", "A02", "G01", "J05" ] }, { "handle": "epicgames", "title": "Epic Games Store", "category": "Brands", "subcategory": "Game Developers", "similarity": 0.9019, "drivers": [ "N04", "O03", "A02", "O02", "J01" ] }, { "handle": "steveaustinbsr", "title": "Steve Austin", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9015, "drivers": [ "N04", "O03", "O02", "A02", "A01" ] }, { "handle": "liampayne", "title": "Liam Payne", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9005, "drivers": [ "N04", "O03", "A02", "G01", "J01" ] }, { "handle": "michael5sos", "title": "Michael Clifford", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8991, "drivers": [ "N04", "A02", "O02", "G01", "O03" ] }, { "handle": "calum5sos", "title": "Calum Hood", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8951, "drivers": [ "N04", "A02", "G01", "O02", "N01" ] }, { "handle": "spongebob", "title": "SpongeBob", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.8944, "drivers": [ "N04", "J05", "G01", "J01", "A02" ] }, { "handle": "markiplier", "title": "Markiplier", "category": "Celebrities and Influencers", "subcategory": "Tech Personalities", "similarity": 0.8936, "drivers": [ "N04", "O03", "O02", "A02", "G01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: