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Burberry

Apparel
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At 0.97, Louis Vuitton International sits at one peak of Burberry's two-peak shape — but the second peak is not another fashion house. It is a cluster of hotels.

The shape flag here is "two-peak," meaning the top 10 neighbors divide into two distinct audience neighborhoods rather than one coherent bloc. The first is a tight luxury-apparel cluster: Louis Vuitton International (0.97), Dior (0.96), Gucci (0.94), Saint Laurent (0.93), and Tiffany & Co. (0.93) — all Apparel subcategories, all scoring above 0.93. That cluster is expected. The second peak is the structural finding: Ruth's Chris Steak House (0.91), Westin Hotels & Resorts (0.91), and Luxury Hotels (0.91) enter the top 10 alongside Chanel (0.90) and Sheraton Hotels & Resorts (0.89). Three of the ten neighbors are Hospitality & Lodging, and a fourth is a restaurant — none of them apparel at all. The hospitality entries span both Luxury Hotels and Mid-range Hotels subcategories, which means the overlap is not confined to ultra-premium lodging; it extends into the broader travel-and-dining occasion.

The two-peak structure reveals an audience that is simultaneously shaped by high-fashion consumption and by travel and dining behavior — two distinct lifestyle contexts that converge on the same follower base.

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": "burberry", "title": "Burberry", "category": "Apparel", "subcategory": "General", "resolved": "burberry", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "louis-vuitton-international", "title": "Louis Vuitton International", "category": "Apparel", "subcategory": "General", "similarity": 0.9659, "drivers": [ "J02", "G03", "A01", "H04", "G01" ] }, { "handle": "dior", "title": "Dior", "category": "Apparel", "subcategory": "Womens Apparel", "similarity": 0.9613, "drivers": [ "J02", "G03", "G01", "A01", "A02" ] }, { "handle": "gucci", "title": "Gucci", "category": "Apparel", "subcategory": "General", "similarity": 0.9407, "drivers": [ "J02", "G03", "A01", "G01", "H04" ] }, { "handle": "saint-laurent", "title": "Saint Laurent", "category": "Apparel", "subcategory": "Womens Apparel", "similarity": 0.934, "drivers": [ "J02", "G03", "G01", "A01", "A02" ] }, { "handle": "tiffany-and-co", "title": "Tiffany & Co.", "category": "Apparel", "subcategory": "Jewelry and Accessories", "similarity": 0.9308, "drivers": [ "J02", "A01", "G03", "G01", "J04" ] }, { "handle": "ruth-s-chris-steak-house", "title": "Ruth's Chris Steak House", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.9124, "drivers": [ "J02", "G03", "A01", "G01", "A03" ] }, { "handle": "westin-hotels-and-resorts", "title": "Westin Hotels & Resorts", "category": "Hospitality & Lodging", "subcategory": "Luxury Hotels", "similarity": 0.9077, "drivers": [ "J02", "G03", "G01", "A01", "A02" ] }, { "handle": "luxury-hotels", "title": "Luxury Hotels", "category": "Hospitality & Lodging", "subcategory": "Luxury Hotels", "similarity": 0.9065, "drivers": [ "J02", "G03", "G01", "A01", "A02" ] }, { "handle": "chanel", "title": "Chanel", "category": "Apparel", "subcategory": "Jewelry and Accessories", "similarity": 0.8996, "drivers": [ "J02", "G01", "G03", "A01", "A02" ] }, { "handle": "sheraton-hotels-and-resorts", "title": "Sheraton Hotels & Resorts", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "similarity": 0.8922, "drivers": [ "J02", "G03", "G01", "A01", "A02" ] } ] }
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