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Leonard

Retail
Home Improvement and Hardware
Playground →Docs

At 0.84, J.D. Byrider is the strongest pull in Leonard's top 10 — an automotive dealership sitting ahead of every retail neighbor, including the one other Home Improvement and Hardware brand in the set.

The shape is two-peak: J.D. Byrider (0.84) and Sonny's Real Pit Bar-B-Q (0.83) form two distinct anchors, with the remaining eight neighbors clustered in a tighter band between 0.80 and 0.78. Those eight include Aldi USA (0.80, grocery), Ollie's Bargain Outlet (0.80, discount stores), and Game X Change (0.80, hobbies and gifts) — a mix of value-oriented retail and food. Belk (0.80, department stores) rounds out the retail cluster. Notably, Window World (0.75) is the only other Home Improvement and Hardware brand in the top 10, appearing well below the two peaks, which means Leonard's audience shape is defined far more by value retail, casual dining, and automotive dealerships than by its own category peers.

The two-peak structure — one automotive dealership, one fast-casual barbecue chain — suggests Leonard's audience bridges a practical, value-conscious consumer cluster that cuts across vehicle financing, discount shopping, and everyday dining rather than clustering around home improvement specifically.

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": "leonard", "title": "Leonard", "category": "Retail", "subcategory": "Home Improvement and Hardware", "resolved": "leonard", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "j-d-byrider", "title": "J.D. Byrider", "category": "Automotive", "subcategory": "Dealerships", "similarity": 0.8376, "drivers": [ "O03", "A06", "I01", "J02", "N03" ] }, { "handle": "sonny-s-real-pit-bar-b-q", "title": "Sonny’s Real Pit Bar-B-Q", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "similarity": 0.8295, "drivers": [ "A02", "A06", "E06", "I01", "M01" ] }, { "handle": "aldiusa", "title": "Aldi Usa", "category": "Brands", "subcategory": "Grocery and Superstores", "similarity": 0.802, "drivers": [ "N03", "Q06", "F03", "O03", "I01" ] }, { "handle": "ollie-s-bargain-outlet", "title": "Ollie's Bargain Outlet", "category": "Big Box", "subcategory": "Discount Stores", "similarity": 0.8007, "drivers": [ "N03", "A02", "I01", "Q01", "E06" ] }, { "handle": "game-x-change", "title": "Game X Change", "category": "Retail", "subcategory": "Hobbies Gifts and Crafts", "similarity": 0.8002, "drivers": [ "A02", "A06", "E06", "I01", "J02" ] }, { "handle": "belk", "title": "Belk", "category": "Retail", "subcategory": "Department Stores", "similarity": 0.7959, "drivers": [ "E06", "I01", "N03", "Q01", "A02" ] }, { "handle": "m_weatherly", "title": "Michael Weatherly", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7867, "drivers": [ "O03", "A02", "J02", "Q01", "A06" ] }, { "handle": "cbsbigbrother", "title": "Big Brother", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.7829, "drivers": [ "A02", "A06", "E06", "P04", "Q01" ] }, { "handle": "car-mart", "title": "Car Mart", "category": "Automotive", "subcategory": "Dealerships", "similarity": 0.7803, "drivers": [ "Q06", "O03", "A02", "A06", "E06" ] }, { "handle": "cook-out", "title": "Cook Out", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.7767, "drivers": [ "A06", "E04", "E06", "I01", "N03" ] } ] }
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