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Abercrombie

Apparel
General
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Abercrombie's top 10 nearest neighbors span apparel, casual dining, electronics retail, and accessories — with no single entity pulling far ahead of the rest. That compressed spread is the defining structural feature here: the gap between the top score (0.92, Hugo Boss) and the tenth (0.88, Levi Strauss & Co.) is only four points, which is what a flat shape looks like in practice.

Tallying the subcategories across the top 10: six neighbors carry the Apparel / General subcategory — Hugo Boss (0.92), General (0.90), Lucky Brand (0.90), Banana Republic (0.88), Nordstrom Rack (0.88), and Levi Strauss & Co. (0.88) — making same-kind apparel the dominant cluster. The remaining four break that pattern: The Cheesecake Factory (0.91, Casual Dining), Apple Retail Store (0.89, Electronics), Tumi (0.89, Jewelry and Accessories), and Sunglass Hut (0.88, Eyewear). The Cheesecake Factory's position at 0.91 — nearly level with Hugo Boss — is the most structurally notable detail: a casual dining chain sits as close to Abercrombie's audience shape as any apparel brand in the set.

The overall picture is an audience that maps tightly onto mid-tier mall retail across multiple categories, with no single neighbor dominating and no sharp drop-off within the top 10.

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": "abercrombie", "title": "Abercrombie", "category": "Apparel", "subcategory": "General", "resolved": "abercrombie", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "hugo-boss", "title": "Hugo Boss", "category": "Apparel", "subcategory": "General", "similarity": 0.9156, "drivers": [ "G03", "G01", "J02", "A03", "N01" ] }, { "handle": "cheesecake-factory", "title": "The Cheesecake Factory", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.9126, "drivers": [ "J02", "G01", "G03", "A03", "H04" ] }, { "handle": "general", "title": "General", "category": "Apparel", "subcategory": "General", "similarity": 0.9035, "drivers": [ "J02", "G03", "G01", "M01", "A02" ] }, { "handle": "lucky-brand", "title": "Lucky Brand", "category": "Apparel", "subcategory": "General", "similarity": 0.9008, "drivers": [ "J02", "A03", "N01", "M03", "N02" ] }, { "handle": "apple-retail-store", "title": "Apple Retail Store", "category": "Retail", "subcategory": "Electronics", "similarity": 0.8932, "drivers": [ "A02", "G01", "G03", "A01", "H04" ] }, { "handle": "tumi", "title": "Tumi", "category": "Apparel", "subcategory": "Jewelry and Accessories", "similarity": 0.8854, "drivers": [ "G01", "G03", "J02", "A02", "A01" ] }, { "handle": "banana-republic", "title": "Banana Republic", "category": "Apparel", "subcategory": "General", "similarity": 0.8831, "drivers": [ "A02", "G01", "J02", "G03", "A01" ] }, { "handle": "sunglass-hut", "title": "Sunglass Hut", "category": "Apparel", "subcategory": "Eyewear", "similarity": 0.8814, "drivers": [ "J02", "G03", "G01", "N01", "N02" ] }, { "handle": "nordstrom-rack", "title": "Nordstrom Rack", "category": "Apparel", "subcategory": "General", "similarity": 0.8791, "drivers": [ "G03", "J02", "A03", "G01", "J04" ] }, { "handle": "levi-strauss-and-co", "title": "Levi Strauss & Co.", "category": "Apparel", "subcategory": "General", "similarity": 0.8782, "drivers": [ "G03", "A02", "G01", "J02", "N01" ] } ] }
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