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Scandinavian Designs

Retail
Home Goods and Furnishings

Scandinavian Designs' ten nearest neighbors span eight distinct subcategories — not a single one of them is Home Goods and Furnishings, the center entity's own kind. That cross-kind breadth is the defining structural feature of this audience.

The shape is broad, with scores running from Bassett Furniture at 0.82 down to Orangetheory Fitness at 0.77, a relatively tight band with no single dominant pull. The closest neighbors by subcategory to the center entity are the two Furniture Stores — Bassett Furniture (0.82) and Ethan Allen (0.77) — but they account for only two of the ten slots. The remaining eight are drawn from entirely different retail and service categories: Sola Salon Studios (0.79) and Salon Lofts (0.78) represent Beauty Salons and Spas; Golf Galaxy (0.78) represents Sporting Goods; Half Price Books (0.80) represents Bookstores; Total Wine & More (0.78) represents Alcoholic Beverages; The Melting Pot Restaurant (0.78) represents Casual Dining; The Men's Wearhouse (0.78) represents Mens Apparel; and Orangetheory Fitness represents Fitness Centers and Gyms.

The mix — specialty retail, personal services, dining, and fitness — points to an audience whose shape is defined less by home furnishing interest than by a broader pattern of considered, experience-oriented consumption across multiple categories.

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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": "scandinavian-designs", "title": "Scandinavian Designs", "category": "Retail", "subcategory": "Home Goods and Furnishings", "resolved": "scandinavian-designs", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "bassett-furniture", "title": "Bassett Furniture", "category": "Retail", "subcategory": "Furniture Stores", "similarity": 0.8224, "drivers": [ "M03", "N03", "M01", "N01", "H01" ] }, { "handle": "half-price-books", "title": "Half Price Books", "category": "Retail", "subcategory": "Bookstores", "similarity": 0.7973, "drivers": [ "N01", "M01", "M03", "M04", "C01" ] }, { "handle": "sola-salon-studios", "title": "Sola Salon Studios", "category": "Services", "subcategory": "Beauty Salons and Spas", "similarity": 0.792, "drivers": [ "N01", "M03", "M01", "H01", "M04" ] }, { "handle": "total-wine-and-more", "title": "Total Wine & More", "category": "Grocery & Food Retail", "subcategory": "Alcoholic Beverages", "similarity": 0.7839, "drivers": [ "M03", "N01", "M01", "M04", "A06" ] }, { "handle": "golf-galaxy", "title": "Golf Galaxy", "category": "Retail", "subcategory": "Sporting Goods and Outdoor Gear", "similarity": 0.7808, "drivers": [ "N03", "C01", "N01", "M03", "M01" ] }, { "handle": "salon-lofts", "title": "Salon Lofts", "category": "Services", "subcategory": "Beauty Salons and Spas", "similarity": 0.7798, "drivers": [ "H01", "J04", "C01", "N03", "J01" ] }, { "handle": "melting-pot-restaurant", "title": "The Melting Pot Restaurant", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.7787, "drivers": [ "N03", "H01", "C01", "J04", "M01" ] }, { "handle": "men-s-wearhouse", "title": "The Men's Wearhouse", "category": "Apparel", "subcategory": "Mens Apparel", "similarity": 0.7764, "drivers": [ "N03", "N01", "M01", "K01", "M03" ] }, { "handle": "ethan-allen", "title": "Ethan Allen", "category": "Retail", "subcategory": "Furniture Stores", "similarity": 0.7737, "drivers": [ "J04", "M03", "M01", "N01", "C01" ] }, { "handle": "orangetheory-fitness", "title": "Orangetheory Fitness", "category": "Fitness & Wellness", "subcategory": "Fitness Centers and Gyms", "similarity": 0.7663, "drivers": [ "N03", "M01", "N01", "J04", "M03" ] } ] }
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