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UBS Group

Financial
Banks
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UBS Group's nearest audiences span apparel, dining, lodging, and outdoor retail — with no single dominant neighbor and no other bank in the top 10 until position 15.

The shape is flat: scores run from 0.88 down to 0.84 across the top 10, a narrow band with no standout. vineyard vines leads at 0.88, followed by The Capital Grille at 0.87 and Ruth's Chris Steak House at 0.87. Curio Collection (0.87) and J. McLaughlin (0.87) round out the five closest. By subcategory, the top 10 breaks down as: general apparel (vineyard vines, J. McLaughlin), fine dining and luxury eateries (The Capital Grille), casual dining (Ruth's Chris Steak House), luxury hotels (Curio Collection), destinations (Vail at 0.86), sporting goods and outdoor gear (Orvis at 0.85), luxury hotels again (Autograph Collection Hotels at 0.85), general grocery (The Fresh Market at 0.85), and bakeries/desserts (Ben & Jerry's at 0.84). That is a cross-kind cluster: none of these neighbors share UBS's Banks subcategory. The nearest fellow bank, The Northern Trust Company, appears at position 15 with a similarity of 0.82 — well outside the top 10. The audience UBS draws looks far more like the audience for upscale apparel, resort destinations, and fine dining than for other financial institutions.

The flat, cross-kind shape suggests UBS's audience is defined less by financial-sector interest than by a consistent lifestyle profile that cuts across premium retail, hospitality, and outdoor recreation.

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": "ubs-group", "title": "UBS Group", "category": "Financial", "subcategory": "Banks", "resolved": "ubs-group", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "vineyard-vines", "title": "vineyard vines", "category": "Apparel", "subcategory": "General", "similarity": 0.8802, "drivers": [ "J02", "J05", "A01", "J01", "J04" ] }, { "handle": "capital-grille", "title": "The Capital Grille", "category": "Restaurants & Eateries", "subcategory": "Fine Dining and Luxury Eateries", "similarity": 0.87, "drivers": [ "J02", "A01", "J05", "G03", "H04" ] }, { "handle": "ruth-s-chris-steak-house", "title": "Ruth's Chris Steak House", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.8675, "drivers": [ "J02", "J01", "A01", "G03", "G01" ] }, { "handle": "curio-collection", "title": "Curio Collection", "category": "Hospitality & Lodging", "subcategory": "Luxury Hotels", "similarity": 0.8656, "drivers": [ "J02", "H02", "J01", "J05", "A01" ] }, { "handle": "j-mclaughlin", "title": "J Mclaughlin", "category": "Apparel", "subcategory": "General", "similarity": 0.8651, "drivers": [ "J02", "A01", "J01", "J05", "J04" ] }, { "handle": "vailmtn", "title": "Vail", "category": "Brands", "subcategory": "Destinations", "similarity": 0.8614, "drivers": [ "J02", "A01", "J01", "H02", "J05" ] }, { "handle": "orvis", "title": "Orvis", "category": "Retail", "subcategory": "Sporting Goods and Outdoor Gear", "similarity": 0.8525, "drivers": [ "J02", "J01", "A01", "H02", "H04" ] }, { "handle": "autograph-collection-hotels", "title": "Autograph Collection Hotels", "category": "Hospitality & Lodging", "subcategory": "Luxury Hotels", "similarity": 0.852, "drivers": [ "J02", "J01", "H02", "G01", "J04" ] }, { "handle": "fresh-market", "title": "The Fresh Market", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "similarity": 0.8478, "drivers": [ "J02", "J01", "A01", "H02", "J05" ] }, { "handle": "ben-and-jerry-s", "title": "Ben & Jerry's", "category": "Restaurants & Eateries", "subcategory": "Bakeries Desserts and Confectioneries", "similarity": 0.84, "drivers": [ "J02", "J05", "H04", "A01", "G01" ] } ] }
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