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OREO Cookie

Brands
Sweets
Playground →Docs

OREO Cookie's top 10 nearest neighbors span snack food brands, a TV show, a video game franchise app, and professional wrestling athletes — a mix that reflects a broad, mainstream consumer audience rather than any single category cluster.

The shape is flat: scores run from Pringles at 0.97 down to Tropicana at 0.94, a range of just 0.03 across all ten positions. No single neighbor dominates. The top three — Pringles (0.97), Starburst (0.96), and Lay's (0.96) — are all packaged food or sweets brands, which aligns with OREO's own subcategory. But the set quickly diversifies: Lucky Day (0.95), classified as a Video Game Franchise, sits at position four, ahead of Doritos (0.95). Total Divas (0.95), a TV Show, and R-Truth (0.95) and Paul Wight (0.94), both Athletes, round out the lower half alongside Walmart (social) (0.94) and Tropicana (0.94).

Tallying subcategories across the ten: Food (3), Sweets (1), Food/Snack (Doritos, Food), TV Shows (1), Video Game Franchises (1), Athletes (2), Grocery and Superstores (1), Beverages (1). The food and snack cluster is real but not overwhelming — five of ten neighbors are Brands in food-adjacent subcategories, while the other five span entertainment, athletics, and retail. The presence of WWE-adjacent athletes and a TV show in the top 10 of a cookie brand is the structural surprise here.

The flat shape and cross-category mix indicate an audience that is wide and undifferentiated — one that overlaps comparably with mainstream snack brands, mass-market retail, and popular entertainment properties.

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": "oreo", "title": "OREO Cookie", "category": "Brands", "subcategory": "Sweets", "resolved": "oreo", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "pringles", "title": "Pringles", "category": "Brands", "subcategory": "Food", "similarity": 0.9659, "drivers": [ "N04", "Q05", "O03", "O04", "O02" ] }, { "handle": "starburst", "title": "Starburst", "category": "Brands", "subcategory": "Sweets", "similarity": 0.9571, "drivers": [ "Q05", "N04", "O03", "O04", "O02" ] }, { "handle": "lays", "title": "Lay's", "category": "Brands", "subcategory": "Food", "similarity": 0.956, "drivers": [ "Q05", "N04", "O03", "O04", "Q08" ] }, { "handle": "luckydayapp", "title": "Lucky Day", "category": "Brands", "subcategory": "Video Game Franchises", "similarity": 0.9529, "drivers": [ "O03", "N04", "Q05", "O04", "Q08" ] }, { "handle": "doritos", "title": "Doritos", "category": "Brands", "subcategory": "Food", "similarity": 0.951, "drivers": [ "Q05", "N04", "O03", "O04", "Q08" ] }, { "handle": "totaldivas", "title": "Total Divas", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.951, "drivers": [ "N04", "O03", "Q05", "O04", "Q08" ] }, { "handle": "ronkillings", "title": "R-Truth", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9451, "drivers": [ "Q05", "N04", "O03", "Q08", "O04" ] }, { "handle": "paulwight", "title": "Paul Wight", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9446, "drivers": [ "N04", "Q05", "O03", "O04", "Q08" ] }, { "handle": "walmart_social", "title": "Walmart (social)", "category": "Brands", "subcategory": "Grocery and Superstores", "similarity": 0.9439, "drivers": [ "Q05", "N04", "O03", "O04", "Q08" ] }, { "handle": "tropicana", "title": "Tropicana", "category": "Brands", "subcategory": "Beverages", "similarity": 0.9438, "drivers": [ "Q05", "O03", "N04", "O04", "Q08" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: