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Sonny’s Real Pit Bar-B-Q

Restaurants & Eateries
Fast Casual Dining
Playground →Docs

The single strongest pull in Sonny's Real Pit Bar-B-Q's top 10 is Leonard, a home improvement and hardware retailer, at 0.83 — higher than any restaurant in the set. That cross-kind lead is the defining structural fact here.

The shape is broad: eight of the ten neighbors score between 0.76 and 0.83, with no sharp drop-off. The neighbor mix spans five different subcategories. Casual dining is the most represented, with O'Charley's (0.81), Fazoli's (0.78), and Cracker Barrel (0.76) all appearing — but none of them leads the list. Outside of restaurants, J.D. Byrider, an automotive dealership, lands at 0.80; Big Brother, a TV show, at 0.79; and Hy-Vee Gas Station at 0.79. Belk (0.79) and Kum & Go (0.78) round out the ten. Sonny's own subcategory — Fast Casual Dining — appears only once in the top 10, with Steak 'n Shake at 0.74, just outside the top ten proper; within the ten, the restaurant neighbors are all Casual Dining, not Fast Casual.

The breadth of the neighbor set — hardware retail, auto dealerships, gas stations, department stores, and TV programming all scoring above 0.78 — points to an audience whose shape is defined less by any single category than by a consistent cross-category profile that cuts across everyday commerce and mainstream media.

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": "sonny-s-real-pit-bar-b-q", "title": "Sonny’s Real Pit Bar-B-Q", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "resolved": "sonny-s-real-pit-bar-b-q", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "leonard", "title": "Leonard", "category": "Retail", "subcategory": "Home Improvement and Hardware", "similarity": 0.8295, "drivers": [ "A02", "A06", "E06", "I01", "M01" ] }, { "handle": "o-charley-s", "title": "O'Charley's", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.8094, "drivers": [ "A02", "A06", "E06", "F04", "I01" ] }, { "handle": "j-d-byrider", "title": "J.D. Byrider", "category": "Automotive", "subcategory": "Dealerships", "similarity": 0.803, "drivers": [ "A06", "I01", "N03", "A02", "Q01" ] }, { "handle": "cbsbigbrother", "title": "Big Brother", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.794, "drivers": [ "A02", "A06", "E06", "Q01", "I01" ] }, { "handle": "hy-vee-gas-station", "title": "Hy-Vee Gas Station", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.786, "drivers": [ "A06", "F04", "I01", "N03", "P02" ] }, { "handle": "belk", "title": "Belk", "category": "Retail", "subcategory": "Department Stores", "similarity": 0.7859, "drivers": [ "E06", "I01", "N03", "Q01", "L04" ] }, { "handle": "kum-and-go", "title": "Kum & Go", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.7814, "drivers": [ "A02", "A06", "E06", "F04", "I01" ] }, { "handle": "fazoli-s", "title": "Fazoli's", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.7814, "drivers": [ "O02", "F03", "A06", "I01", "Q06" ] }, { "handle": "shoe-station", "title": "Shoe Station", "category": "Apparel", "subcategory": "Footwear", "similarity": 0.7798, "drivers": [ "A02", "A06", "E06", "L02", "M01" ] }, { "handle": "hy-vee-fast-and-fresh", "title": "Hy-Vee Fast & Fresh", "category": "Convenience & Fuel", "subcategory": "Convenience Stores", "similarity": 0.7794, "drivers": [ "A06", "F04", "I01", "N03", "P02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: