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Boxycharm

Brands
Beauty
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Boxycharm's top 10 nearest neighbors split almost evenly between Beauty brands and a cluster of gaming, tech, and lifestyle entities — a cross-kind mix that defines the flat shape of this audience.

Three of the top 10 are fellow Beauty brands: Too Faced Cosmetics at 0.86, Tarte Cosmetics at 0.85, and IPSY at 0.82. These are the closest same-kind neighbors, but they don't dominate the set. Alongside them sit Logan Paul (0.86, Lifestyle), Trendmood (0.85, Blogs), G Fuel (0.83, Beverages), SteelSeries (0.83, Technology), DOOM (0.83, Video Game Franchises), ORIGIN PC (0.82, Technology), and Minecraft (0.82, Video Game Franchises). That's four gaming or tech brands in the top 10, matching the Beauty count if Logan Paul and Trendmood are set aside.

The scores themselves reinforce the flat shape: the gap between the highest (0.86) and the tenth (0.82) is only four points, with no single neighbor pulling clearly ahead. The audience isn't anchored to one kind of entity — it overlaps comparably with cosmetics brands, gaming franchises, tech hardware, and influencer-adjacent content.

This pattern suggests an audience whose shape is defined less by a single category affiliation and more by a broad cross-category profile that happens to index across beauty, gaming, and creator culture simultaneously.

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": "boxycharm", "title": "Boxycharm", "category": "Brands", "subcategory": "Beauty", "resolved": "boxycharm", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "toofaced", "title": "Too Faced Cosmetics", "category": "Brands", "subcategory": "Beauty", "similarity": 0.8597, "drivers": [ "P02", "N04", "O03", "P06", "N01" ] }, { "handle": "loganpaul", "title": "Logan Paul", "category": "Celebrities and Influencers", "subcategory": "Lifestyle", "similarity": 0.8554, "drivers": [ "P02", "N04", "P06", "N03", "O03" ] }, { "handle": "trendmood", "title": "Trendmood", "category": "Marketing Channels", "subcategory": "Blogs", "similarity": 0.8543, "drivers": [ "N04", "N03", "P02", "O03", "F04" ] }, { "handle": "tartecosmetics", "title": "Tarte Cosmetics", "category": "Brands", "subcategory": "Beauty", "similarity": 0.849, "drivers": [ "P02", "F04", "N04", "P06", "O03" ] }, { "handle": "gfuelenergy", "title": "G Fuel", "category": "Brands", "subcategory": "Beverages", "similarity": 0.8322, "drivers": [ "P02", "N04", "F04", "O03", "O02" ] }, { "handle": "steelseries", "title": "SteelSeries", "category": "Brands", "subcategory": "Technology", "similarity": 0.8299, "drivers": [ "F04", "P02", "N03", "N04", "O03" ] }, { "handle": "doom", "title": "DOOM", "category": "Brands", "subcategory": "Video Game Franchises", "similarity": 0.8276, "drivers": [ "F04", "N04", "P02", "P06", "O03" ] }, { "handle": "originpc", "title": "ORIGIN PC", "category": "Brands", "subcategory": "Technology", "similarity": 0.8228, "drivers": [ "N03", "N04", "F04", "O03", "P02" ] }, { "handle": "ipsy", "title": "IPSY", "category": "Brands", "subcategory": "Beauty", "similarity": 0.8222, "drivers": [ "N04", "O03", "N01", "A02", "A01" ] }, { "handle": "minecraft", "title": "Minecraft", "category": "Brands", "subcategory": "Video Game Franchises", "similarity": 0.8184, "drivers": [ "F04", "N04", "P02", "A02", "O03" ] } ] }
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