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Swarovski

Apparel
Jewelry and Accessories
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Swarovski's nearest audiences span apparel, casual dining, mid-range hotels, and alcoholic beverage retail — a cross-category mix with no single dominant neighbor and scores compressed into a narrow band from 0.87 down to 0.83.

The shape is flat. Cole Haan leads at 0.87, followed by Total Wine & More at 0.86, The Cheesecake Factory at 0.85, World Market at 0.85, and Homewood Suites by Hilton at 0.85. Tallying the top 10 by subcategory: three are Casual Dining (The Cheesecake Factory, P.F. Chang's China Bistro, Yard House), two are Apparel General (Cole Haan, Lacoste), two are Mid-range Hotels (Homewood Suites by Hilton, Courtyard by Marriott), one is Alcoholic Beverages (Total Wine & More), one is Home Goods and Furnishings (World Market), and one is Commercial Real Estate (Commercial Real Estate). Only Samsonite at 0.84 shares Swarovski's own subcategory of Jewelry and Accessories — making it the sole same-kind neighbor in the top 10. The dominant pattern is cross-kind: casual dining and mid-range hospitality brands collectively outweigh jewelry peers in this set.

The overall picture is an audience whose shape is defined less by the jewelry category than by a broader lifestyle cluster of mid-tier dining, travel, and apparel.

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": "swarovski", "title": "Swarovski", "category": "Apparel", "subcategory": "Jewelry and Accessories", "resolved": "swarovski", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "cole-haan", "title": "Cole Haan", "category": "Apparel", "subcategory": "General", "similarity": 0.8706, "drivers": [ "J02", "M01", "M03", "N01", "N03" ] }, { "handle": "total-wine-and-more", "title": "Total Wine & More", "category": "Grocery & Food Retail", "subcategory": "Alcoholic Beverages", "similarity": 0.8571, "drivers": [ "M01", "N01", "M03", "G03", "J02" ] }, { "handle": "cheesecake-factory", "title": "The Cheesecake Factory", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.8517, "drivers": [ "J02", "G03", "A03", "N01", "K01" ] }, { "handle": "world-market", "title": "World Market", "category": "Retail", "subcategory": "Home Goods and Furnishings", "similarity": 0.851, "drivers": [ "J02", "G03", "M03", "K01", "M01" ] }, { "handle": "homewood-suites-by-hilton", "title": "Homewood Suites by Hilton", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "similarity": 0.8508, "drivers": [ "J02", "G03", "N01", "M03", "N02" ] }, { "handle": "p-f-chang-s-china-bistro", "title": "P.F. Chang's China Bistro", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.8491, "drivers": [ "J02", "G03", "M03", "N01", "A03" ] }, { "handle": "commercial-real-estate", "title": "Commercial Real Estate", "category": "Industrial & Commercial Service", "subcategory": "Commercial Real Estate", "similarity": 0.8472, "drivers": [ "G03", "M01", "N02", "N01", "M03" ] }, { "handle": "yard-house", "title": "Yard House", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.8424, "drivers": [ "J02", "G03", "M01", "M03", "N01" ] }, { "handle": "samsonite", "title": "Samsonite", "category": "Apparel", "subcategory": "Jewelry and Accessories", "similarity": 0.8393, "drivers": [ "J02", "M01", "N01", "N04", "N03" ] }, { "handle": "lacoste", "title": "Lacoste", "category": "Apparel", "subcategory": "General", "similarity": 0.8315, "drivers": [ "J02", "M01", "N01", "N02", "M03" ] } ] }
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