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Sephora (social)

Brands
Beauty
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NARS Cosmetics pulls ahead of the rest of Sephora's top 10 at 0.90 — a gap that marks this as a spike-shaped graph, where one neighbor stands clearly apart from an otherwise competitive cluster.

The top 10 neighbors break into two recognizable groups. Four are Beauty brands: NARS (0.90), Bobbi Brown Cosmetics (0.83), MAC Cosmetics (0.82), and Estée Lauder (0.81) — all direct subcategory peers. One Fashion brand, Calvin Klein (0.83), sits just below NARS, making it the highest-scoring non-Beauty neighbor in the set. The remaining five positions belong to Celebrities and Influencers: David Guetta (0.82) and Jared Leto (0.81) as Musicians and Bands, Zack Snyder (0.82) as an Artist, Miranda Kerr (0.81) as a Model, and Zedd (0.81) as a Musician. That five of ten neighbors are celebrities — none of them beauty influencers by subcategory — is the cross-kind signal here: the audience shape Sephora shares most closely is not confined to cosmetics retail but extends into fashion and a specific tier of mainstream celebrity.

The spike at NARS, combined with the spread across Fashion and celebrity subcategories, points to an audience defined less by a single content category than by a consistent cultural register that cuts across beauty, style, and entertainment.

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": "sephora_social", "title": "Sephora (social)", "category": "Brands", "subcategory": "Beauty", "resolved": "sephora_social", "k": 10, "shape": "spike", "filter": null, "results": [ { "handle": "narscosmetics", "title": "NARS Cosmetics", "category": "Brands", "subcategory": "Beauty", "similarity": 0.8981, "drivers": [ "P02", "P03", "Q01", "I01", "M01" ] }, { "handle": "calvinklein", "title": "Calvin Klein", "category": "Brands", "subcategory": "Fashion", "similarity": 0.8343, "drivers": [ "Q01", "N03", "E06", "P03", "I01" ] }, { "handle": "bobbibrown", "title": "Bobbi Brown Cosmetics", "category": "Brands", "subcategory": "Beauty", "similarity": 0.8278, "drivers": [ "M01", "P02", "Q01", "E06", "I01" ] }, { "handle": "maccosmetics", "title": "MAC Cosmetics", "category": "Brands", "subcategory": "Beauty", "similarity": 0.8249, "drivers": [ "P02", "P06", "P03", "Q01", "P04" ] }, { "handle": "davidguetta", "title": "David Guetta", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8225, "drivers": [ "N03", "P03", "P06", "E04", "P02" ] }, { "handle": "zacksnyder", "title": "Zack Snyder", "category": "Celebrities and Influencers", "subcategory": "Artists", "similarity": 0.8172, "drivers": [ "P03", "N03", "M01", "E06", "Q01" ] }, { "handle": "jaredleto", "title": "Jared Leto", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8144, "drivers": [ "N03", "P03", "P06", "E04", "P02" ] }, { "handle": "esteelauder", "title": "Estée Lauder", "category": "Brands", "subcategory": "Beauty", "similarity": 0.8132, "drivers": [ "E06", "P02", "N03", "M01", "P03" ] }, { "handle": "mirandakerr", "title": "Miranda Kerr", "category": "Celebrities and Influencers", "subcategory": "Models", "similarity": 0.8126, "drivers": [ "N03", "E06", "Q01", "P03", "I01" ] }, { "handle": "zedd", "title": "Zedd", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8098, "drivers": [ "N03", "P03", "P06", "E04", "P02" ] } ] }
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