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The Business of Fashion

Marketing Channels
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The Business of Fashion's ten nearest neighbors are a tight cluster of fashion-and-culture media — six magazines, two websites, one news publisher, and one department store — with scores spanning only 0.98 to 0.97, a range so compressed it confirms the flat shape classification.

Similarity here measures how closely two entities' audiences resemble each other in composition. The top neighbor, WWD (0.98), is a magazine, not a fellow website — and that pattern holds across the set. Magazines dominate: Harper's Bazaar (0.98), T Magazine (0.98), W Magazine (0.97), The Cut (0.97), and PAPER Magazine (0.97) all rank above or alongside the two websites that share the center entity's own subcategory — Fashionista.com (0.98) and Who What Wear (0.97). Times Fashion (0.98) represents news publishing, and Barneys New York (0.97) is the sole non-media entity in the top 10, a department store whose audience shape aligns closely with this editorial cluster. No single neighbor pulls away from the pack; the scores are nearly indistinguishable.

The flat distribution signals an audience that is broadly shared across the fashion-media ecosystem — print, digital, and retail alike draw from the same pool.

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": "bof", "title": "The Business of Fashion", "category": "Marketing Channels", "subcategory": "Websites", "resolved": "bof", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "wwd", "title": "WWD", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9843, "drivers": [ "A02", "G01", "I01", "G03", "Q01" ] }, { "handle": "timesfashion", "title": "Times Fashion", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.9806, "drivers": [ "A02", "G01", "I01", "G03", "Q01" ] }, { "handle": "fashionista_com", "title": "Fashionista.com", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9781, "drivers": [ "A02", "G01", "I01", "G03", "Q01" ] }, { "handle": "harpersbazaarus", "title": "Harper's Bazaar", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9768, "drivers": [ "A02", "G01", "I01", "G03", "Q01" ] }, { "handle": "tmagazine", "title": "T Magazine", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9758, "drivers": [ "A02", "G01", "I01", "G03", "J02" ] }, { "handle": "whowhatwear", "title": "Who What Wear", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9745, "drivers": [ "A02", "G01", "I01", "G03", "Q01" ] }, { "handle": "wmag", "title": "W Magazine", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9735, "drivers": [ "A02", "G01", "I01", "G03", "Q01" ] }, { "handle": "thecut", "title": "The Cut", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.972, "drivers": [ "A02", "G01", "I01", "G03", "Q01" ] }, { "handle": "barneysny", "title": "Barneys New York", "category": "Brands", "subcategory": "Department Stores", "similarity": 0.9719, "drivers": [ "A02", "G01", "I01", "G03", "J02" ] }, { "handle": "papermagazine", "title": "PAPER Magazine", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9701, "drivers": [ "A02", "I01", "G01", "G03", "Q01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: