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Austin Mahone

Celebrities and Influencers
Musicians and Bands
Playground →Docs

Six of Austin Mahone's ten nearest neighbors are fellow musicians, with the remaining four drawn from actors, lifestyle, and athletes — a tight, same-kind cluster with no structural outlier pulling the shape in any particular direction.

The shape is flat: scores run from 0.9278 to 0.9648, a band of less than four points across all ten positions. Liam Payne leads at 0.96, followed closely by Shawn Mendes at 0.94 and Louis Tomlinson at 0.94 — all Musicians and Bands. Cody Simpson (0.93) and Michael Clifford (0.93) extend that run. The two actors in the set — Bella Thorne at 0.94 and Jennette McCurdy at 0.93 — sit within the same narrow range rather than forming a distinct secondary cluster. Cameron Dallas (Lifestyle, 0.93) and Eva Marie (Athletes, 0.93) round out the ten without pulling the distribution toward any cross-kind pattern. The dominant subcategory is clearly Musicians and Bands, but the absence of a single dominant neighbor means the audience shape is defined more by its consistency than by any one affinity.

This is an audience whose composition mirrors the pop-adjacent, youth-oriented celebrity space with little structural variation across the top tier.

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": "austinmahone", "title": "Austin Mahone", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "austinmahone", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "liampayne", "title": "Liam Payne", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9648, "drivers": [ "N03", "N04", "O03", "A02", "P06" ] }, { "handle": "bellathorne", "title": "Bella Thorne", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9421, "drivers": [ "N03", "N04", "P06", "O03", "P02" ] }, { "handle": "shawnmendes", "title": "Shawn Mendes", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.942, "drivers": [ "N03", "N04", "O03", "P06", "A02" ] }, { "handle": "louis_tomlinson", "title": "Louis Tomlinson", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9367, "drivers": [ "N04", "O03", "N03", "A02", "P02" ] }, { "handle": "camerondallas", "title": "Cameron Dallas", "category": "Celebrities and Influencers", "subcategory": "Lifestyle", "similarity": 0.9315, "drivers": [ "N04", "O03", "A02", "N01", "G01" ] }, { "handle": "codysimpson", "title": "Cody Simpson", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9308, "drivers": [ "N04", "N03", "O03", "Q05", "G01" ] }, { "handle": "jennettemccurdy", "title": "Jennette McCurdy", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9298, "drivers": [ "N03", "P06", "N04", "P02", "O03" ] }, { "handle": "niallofficial", "title": "Niall Horan", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9297, "drivers": [ "N04", "O03", "A02", "N03", "G01" ] }, { "handle": "natalieevamarie", "title": "Eva Marie", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9297, "drivers": [ "N03", "N04", "O03", "Q05", "P06" ] }, { "handle": "michael5sos", "title": "Michael Clifford", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9278, "drivers": [ "N04", "N03", "A02", "O03", "J02" ] } ] }
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