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IPSY

Brands
Beauty
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IPSY's top 10 nearest neighbors are actors, reality TV stars, and a gaming brand — not other beauty brands. The shape is flat: scores run from 0.96 down to 0.90 with no single dominant neighbor and no sharp drop-off, meaning the audience composition is consistent across a wide, cross-kind cluster.

Seven of the ten neighbors are actors. Jared Padalecki leads at 0.96, followed closely by Jensen Ackles at 0.96 and Chandler Riggs at 0.95. Melissa McBride (0.93) and Emily Kinney (0.93) round out a cluster that skews heavily toward television actors — several of them associated with the same genre of serialized drama. Norman Reedus also appears at 0.93. The one non-actor celebrity in the top 10 is Jacksepticeye (0.93, Tech Personalities), and the two remaining neighbors are Duane Dog Chapman (0.92, Reality TV Stars) and Jeffrey Dean Morgan (0.92, Actors). Bethesda (0.90, Game Developers) is the lone brand in the set — and the only neighbor that shares the Brands category with IPSY itself. No other Beauty brand appears in the top 10.

The flat shape across a predominantly actor-heavy neighbor set suggests IPSY's audience is defined less by beauty-category loyalty and more by a broad entertainment consumption pattern that spans prestige TV casts, gaming, and reality programming.

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": "ipsy", "title": "IPSY", "category": "Brands", "subcategory": "Beauty", "resolved": "ipsy", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "jarpad", "title": "Jared Padalecki", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9581, "drivers": [ "N04", "O03", "A01", "O02", "A02" ] }, { "handle": "jensenackles", "title": "Jensen Ackles", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9552, "drivers": [ "N04", "O03", "O02", "A01", "A02" ] }, { "handle": "chandlerriggs", "title": "Chandler Riggs", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9484, "drivers": [ "N04", "O03", "N01", "O02", "A02" ] }, { "handle": "mcbridemelissa", "title": "Melissa McBride", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9318, "drivers": [ "N04", "O03", "A01", "A02", "O02" ] }, { "handle": "emmykinney", "title": "Emily Kinney", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9297, "drivers": [ "N04", "O03", "A01", "A02", "O02" ] }, { "handle": "wwwbigbaldhead", "title": "Norman Reedus", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9295, "drivers": [ "N04", "O03", "A01", "O02", "A02" ] }, { "handle": "jack_septic_eye", "title": "Jacksepticeye", "category": "Celebrities and Influencers", "subcategory": "Tech Personalities", "similarity": 0.9288, "drivers": [ "N04", "O03", "O02", "A02", "A01" ] }, { "handle": "dogbountyhunter", "title": "Duane Dog Chapman", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9212, "drivers": [ "N04", "O03", "N01", "M04", "A02" ] }, { "handle": "jdmorgan", "title": "Jeffrey Dean Morgan", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.916, "drivers": [ "N04", "O03", "O02", "A01", "A02" ] }, { "handle": "tylerbaltierra", "title": "Tyler Baltierra", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9147, "drivers": [ "N04", "O03", "O02", "N01", "A01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: