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Arby's

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Restaurant
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Arby's nearest audiences span food brands, candy, fellow restaurants, and pro wrestling figures — a flat cluster with no single dominant neighbor and scores compressed between 0.98 and 0.94.

The shape is flat: the top 10 neighbors sit within a narrow band, with Mountain Dew leading at 0.98, followed closely by Steak 'n Shake (0.97), Little Debbie (0.97), Reese's (0.96), and Taco Bell (0.96). By subcategory, the top 10 breaks down as: four Restaurants (Steak 'n Shake, Taco Bell, Dairy Queen, Applebee's), two Sweets brands (Little Debbie, Reese's), one Beverage (Mountain Dew), one Musicians and Bands entry (Sting at 0.96), and two Athletes (Jerry Lawler at 0.95, Ric Flair at 0.94). The presence of pro wrestling figures — both classified as Athletes — alongside candy and fast-casual chains is the defining cross-kind feature of this cluster. No media channels, no apparel, no tech brands appear in the top 10; the mix is almost entirely consumables and entertainment personalities. Dairy Queen (0.95) and Applebee's Grill + Bar (0.94) round out the restaurant contingent, while Sting at 0.96 sits higher than several fellow restaurant brands — a cross-kind result that stands out even in a flat distribution.

The overall picture is an audience whose shape is defined by accessible food brands and a specific entertainment niche, with no single neighbor pulling far ahead of the rest.

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": "arbys", "title": "Arby's", "category": "Brands", "subcategory": "Restaurant", "resolved": "arbys", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "mountaindew", "title": "Mountain Dew", "category": "Brands", "subcategory": "Beverages", "similarity": 0.9779, "drivers": [ "N04", "O03", "Q05", "O02", "Q06" ] }, { "handle": "steaknshake", "title": "Steak 'n Shake", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.9742, "drivers": [ "N04", "O03", "Q05", "O04", "O02" ] }, { "handle": "littledebbie", "title": "Little Debbie", "category": "Brands", "subcategory": "Sweets", "similarity": 0.974, "drivers": [ "N04", "O03", "Q05", "N01", "O02" ] }, { "handle": "reeses", "title": "Reese's", "category": "Brands", "subcategory": "Sweets", "similarity": 0.9618, "drivers": [ "N04", "O03", "Q05", "O02", "O04" ] }, { "handle": "tacobell", "title": "Taco Bell", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.9599, "drivers": [ "O03", "N04", "Q05", "O02", "A02" ] }, { "handle": "sting", "title": "Sting", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.956, "drivers": [ "N04", "O03", "Q05", "O02", "Q06" ] }, { "handle": "jerrylawler", "title": "Jerry Lawler", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9537, "drivers": [ "N04", "O03", "Q05", "O02", "O04" ] }, { "handle": "dairyqueen", "title": "Dairy Queen", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.9532, "drivers": [ "N04", "Q05", "O03", "O04", "A02" ] }, { "handle": "applebees", "title": "Applebee's Grill + Bar", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.9448, "drivers": [ "Q05", "O03", "N04", "O04", "Q08" ] }, { "handle": "ricflairnatrboy", "title": "Ric Flair", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9438, "drivers": [ "N04", "O03", "Q05", "O02", "A02" ] } ] }
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