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Victoria's Secret

Apparel
Womens Apparel
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Best Buy sits at the top of Victoria's Secret's similarity graph at 0.94 — an electronics retailer as the single strongest audience match for a women's apparel brand is the defining structural fact here, and it points to a two-peak shape that runs deeper than apparel alone.

The top 10 neighbors split into two recognizable clusters. The first is apparel-adjacent: Express (0.92), Carter's (0.91), Hollister (0.90), and H&M (0.90) are all General or Childrens Apparel brands, and OshKosh B'gosh (0.87) extends that children's apparel thread. The second cluster breaks from fashion entirely: Build-A-Bear Workshop (0.86), Old Navy (0.86), Target (0.86), and Menchie's (0.85) represent family-oriented retail and dining — a household-and-kids orientation that the Carter's and OshKosh neighbors reinforce. Best Buy bridges both clusters, sharing audience shape with the family-retail cohort rather than sitting in any apparel lane. Victoria's Secret is the only Womens Apparel entity in its own top 10; no direct category peer appears among the neighbors.

The overall picture is an audience shaped by family retail patterns as much as by fashion — a household footprint that extends well beyond the brand's own category.

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": "victoria-s-secret", "title": "Victoria's Secret", "category": "Apparel", "subcategory": "Womens Apparel", "resolved": "victoria-s-secret", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "best-buy", "title": "Best Buy", "category": "Retail", "subcategory": "Electronics", "similarity": 0.9357, "drivers": [ "K01", "N01", "M01", "N02", "N04" ] }, { "handle": "express", "title": "Express", "category": "Apparel", "subcategory": "General", "similarity": 0.9162, "drivers": [ "K01", "N01", "M01", "N02", "N03" ] }, { "handle": "carter-s", "title": "Carter's", "category": "Apparel", "subcategory": "Childrens Apparel", "similarity": 0.909, "drivers": [ "K01", "M01", "N02", "N01", "N03" ] }, { "handle": "hollister", "title": "Hollister", "category": "Apparel", "subcategory": "General", "similarity": 0.899, "drivers": [ "K01", "N01", "N02", "M01", "N03" ] }, { "handle": "handm-hennes-and-mauritz", "title": "H&M (Hennes & Mauritz)", "category": "Apparel", "subcategory": "General", "similarity": 0.8978, "drivers": [ "K01", "N01", "M01", "N02", "N03" ] }, { "handle": "oshkosh-b-gosh", "title": "OshKosh B'gosh", "category": "Apparel", "subcategory": "Childrens Apparel", "similarity": 0.8695, "drivers": [ "K01", "M01", "N03", "N01", "N02" ] }, { "handle": "build-a-bear-workshop", "title": "Build A Bear Workshop", "category": "Retail", "subcategory": "Hobbies Gifts and Crafts", "similarity": 0.8645, "drivers": [ "K01", "M01", "N01", "M03", "N03" ] }, { "handle": "old-navy", "title": "Old Navy", "category": "Apparel", "subcategory": "General", "similarity": 0.8585, "drivers": [ "K01", "N02", "N01", "M01", "N04" ] }, { "handle": "target", "title": "Target", "category": "Big Box", "subcategory": "Big Box Retailers", "similarity": 0.8576, "drivers": [ "K01", "N01", "N02", "N04", "M01" ] }, { "handle": "menchie-s", "title": "Menchie's", "category": "Restaurants & Eateries", "subcategory": "Juice and Smoothies", "similarity": 0.8535, "drivers": [ "K01", "M01", "N02", "N01", "M03" ] } ] }
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