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Vera Wang

Brands
Fashion
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Vera Wang's top 10 nearest neighbors split almost evenly between two subcategories — Fashion brands and Magazines — with no single neighbor pulling far ahead of the rest. That compressed, mixed-kind cluster is the defining structural feature here.

The shape is flat: scores run from 0.95 (Saint Laurent) down to 0.91 (ELLE Magazine (US)), a range of only four points across ten neighbors. Vogue Magazine sits at 0.94, Balmain at 0.93, and Burberry (social) at 0.93 — all within a tight band. No single neighbor dominates; the audience shape is distributed evenly across the cluster.

Of the ten neighbors, six carry the Fashion subcategory — Saint Laurent, Balmain, Burberry (social), Alexander McQueen, Marc Jacobs, and Alexander Wang — placing Vera Wang squarely among its own kind. The remaining four are Magazines: Vogue Magazine, ELLE Magazine (US), British Vogue, and Glamour Fashion. That magazine presence is notable — fashion editorial titles account for four of the ten nearest audience shapes, suggesting this audience tracks the fashion press as closely as it tracks peer brands.

The flat, dual-subcategory structure points to an audience that moves fluidly between luxury fashion brands and the editorial titles that cover them — a reader-and-buyer profile rather than a brand-loyal one.

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": "verawang", "title": "Vera Wang", "category": "Brands", "subcategory": "Fashion", "resolved": "verawang", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "ysl", "title": "Saint Laurent", "category": "Brands", "subcategory": "Fashion", "similarity": 0.9463, "drivers": [ "I01", "Q01", "A02", "J02", "E06" ] }, { "handle": "voguemagazine", "title": "Vogue Magazine", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.939, "drivers": [ "A02", "I01", "Q01", "G01", "G03" ] }, { "handle": "balmain", "title": "Balmain", "category": "Brands", "subcategory": "Fashion", "similarity": 0.9344, "drivers": [ "I01", "A02", "Q01", "P03", "G01" ] }, { "handle": "burberry_social", "title": "Burberry (social)", "category": "Brands", "subcategory": "Fashion", "similarity": 0.9325, "drivers": [ "Q01", "I01", "Q04", "E06", "A02" ] }, { "handle": "ellemagazine", "title": "ELLE Magazine (US)", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9271, "drivers": [ "I01", "A02", "Q01", "G01", "G03" ] }, { "handle": "britishvogue", "title": "British Vogue", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9229, "drivers": [ "I01", "A02", "Q01", "J02", "G01" ] }, { "handle": "mcqueen", "title": "Alexander McQueen", "category": "Brands", "subcategory": "Fashion", "similarity": 0.9189, "drivers": [ "I01", "A02", "Q01", "G01", "E06" ] }, { "handle": "marcjacobs", "title": "Marc Jacobs", "category": "Brands", "subcategory": "Fashion", "similarity": 0.9167, "drivers": [ "Q01", "I01", "Q04", "E06", "A02" ] }, { "handle": "glamour_fashion", "title": "Glamour Fashion", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9156, "drivers": [ "A02", "I01", "Q01", "G01", "J02" ] }, { "handle": "elleuk", "title": "ELLE UK", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9141, "drivers": [ "I01", "A02", "Q01", "G01", "J02" ] } ] }
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