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Urban Outfitters

Apparel
General
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Urban Outfitters' nearest neighbors span an unusually wide range of entity types — research organizations, science publications, QSR chains, women's apparel brands, and mid-range hotels all land within a narrow similarity band, with no single neighbor pulling decisively ahead.

The shape is flat: the top score belongs to National Science Foundation at 0.89, followed closely by Shake Shack at 0.88, The Chronicle of Higher Education at 0.88, and Madewell at 0.88 — a spread of less than two hundredths across four very different entity types. The subcategory distribution across the top 10 tells the real story: Research Organizations, QSR, Magazines, Womens Apparel, News Publishers, Mid-range Hotels, and Home Goods and Furnishings all appear. Only two neighbors — Madewell and Free People — share an apparel subcategory with the broader apparel category, and neither shares Urban Outfitters' own General subcategory. The presence of science and higher-education publications (Science Magazine at 0.87, The Chronicle of Higher Education at 0.88) alongside lifestyle retail and fast-casual dining (sweetgreen at 0.87, West Elm at 0.87) signals that this audience's shape is defined less by apparel affinity than by a cross-category profile that cuts through media, food, and hospitality simultaneously.

The flat distribution suggests an audience whose composition is broadly shared across many kinds of entities — no single neighbor owns this shape.

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": "urban-outfitters", "title": "Urban Outfitters", "category": "Apparel", "subcategory": "General", "resolved": "urban-outfitters", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "nsf", "title": "National Science Foundation", "category": "Organizations", "subcategory": "Research Organizations", "similarity": 0.8905, "drivers": [ "H04", "G03", "H02", "A02", "G01" ] }, { "handle": "shake-shack", "title": "Shake Shack", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.8833, "drivers": [ "G01", "G03", "H04", "A02", "H02" ] }, { "handle": "chronicle", "title": "The Chronicle of Higher Education", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.883, "drivers": [ "H04", "H02", "G03", "G01", "A02" ] }, { "handle": "madewell", "title": "Madewell", "category": "Apparel", "subcategory": "Womens Apparel", "similarity": 0.882, "drivers": [ "G01", "H04", "A02", "G03", "H02" ] }, { "handle": "apstylebook", "title": "AP Stylebook", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.8769, "drivers": [ "H04", "H02", "G03", "G01", "A02" ] }, { "handle": "free-people", "title": "Free People", "category": "Apparel", "subcategory": "Womens Apparel", "similarity": 0.8764, "drivers": [ "G01", "H04", "H02", "A02", "G03" ] }, { "handle": "tribute-portfolio", "title": "Tribute Portfolio", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "similarity": 0.874, "drivers": [ "H04", "G01", "H02", "G03", "A02" ] }, { "handle": "sciencemagazine", "title": "Science Magazine", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.8732, "drivers": [ "H04", "G03", "G01", "H02", "A02" ] }, { "handle": "sweetgreen", "title": "sweetgreen", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.8712, "drivers": [ "G01", "H04", "A02", "G03", "H02" ] }, { "handle": "west-elm", "title": "West Elm", "category": "Retail", "subcategory": "Home Goods and Furnishings", "similarity": 0.8699, "drivers": [ "A02", "G01", "G03", "H02", "H04" ] } ] }
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