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Papa John's Pizza

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Restaurant
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Papa John's top 10 nearest neighbors are an almost entirely same-kind cluster — restaurants and food brands, with scores compressed into a narrow band from 0.96 to 0.98, and no single neighbor pulling decisively ahead of the rest.

The shape is flat. Little Caesars Pizza leads at 0.98, followed by Olive Garden at 0.98 and Domino's Pizza at 0.97 — all Restaurant subcategory brands. Red Lobster (0.97) and Burger King (0.97) extend the restaurant cluster further. The one departure from the Restaurant subcategory in the top 10 is Doritos (0.97), Walmart (social) (0.97), and Lay's (0.97) — Food and Grocery and Superstores brands whose audiences nonetheless align tightly with the same consumer shape. Pizza Hut (0.96) and Pringles (0.96) round out the ten. The subcategory tally: six Restaurant brands, three Food brands, one Grocery and Superstores brand — no Athletes, no media properties, no celebrities in the top 10.

What's notable in the wider neighbor set (visible in the graph) is a secondary WWE cluster — multiple Athletes subcategory figures and WWE-branded TV properties — suggesting the audience shape extends into professional wrestling fandom beyond the food-brand core. But within the top 10, the picture is straightforwardly same-kind: a mainstream American food-brand audience with no structural outliers.

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": "papajohns", "title": "Papa John's Pizza", "category": "Brands", "subcategory": "Restaurant", "resolved": "papajohns", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "littlecaesars", "title": "Little Caesars Pizza", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.9761, "drivers": [ "O03", "Q05", "O04", "N04", "Q08" ] }, { "handle": "olivegarden", "title": "Olive Garden", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.9756, "drivers": [ "Q05", "O03", "O04", "Q08", "N04" ] }, { "handle": "dominos", "title": "Domino's Pizza", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.9724, "drivers": [ "Q05", "O03", "O04", "Q08", "N04" ] }, { "handle": "redlobster", "title": "Red Lobster", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.9704, "drivers": [ "Q05", "O04", "O03", "N04", "Q08" ] }, { "handle": "doritos", "title": "Doritos", "category": "Brands", "subcategory": "Food", "similarity": 0.9703, "drivers": [ "O03", "Q05", "N04", "O04", "Q08" ] }, { "handle": "walmart_social", "title": "Walmart (social)", "category": "Brands", "subcategory": "Grocery and Superstores", "similarity": 0.9688, "drivers": [ "Q05", "O03", "N04", "O04", "Q08" ] }, { "handle": "lays", "title": "Lay's", "category": "Brands", "subcategory": "Food", "similarity": 0.9656, "drivers": [ "Q05", "O03", "N04", "O04", "Q08" ] }, { "handle": "burgerking", "title": "Burger King", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.9651, "drivers": [ "Q05", "O03", "O04", "N04", "Q08" ] }, { "handle": "pizzahut", "title": "Pizza Hut", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.9644, "drivers": [ "Q05", "O04", "O03", "N04", "Q08" ] }, { "handle": "pringles", "title": "Pringles", "category": "Brands", "subcategory": "Food", "similarity": 0.9643, "drivers": [ "Q05", "O03", "N04", "O04", "Q08" ] } ] }
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