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Paul Mitchell

Brands
Beauty
Playground →Docs

Paul Mitchell's ten nearest neighbors by audience similarity are entirely food and retail brands — not another beauty brand appears in the top 10. Similarity here measures how closely two entities' audiences resemble each other in composition; a score near 0.91 indicates a very tight match in audience shape, regardless of what the brands actually sell.

The cluster is dominated by quick-service and casual dining restaurants: Subway (social) (0.91), Burger King (0.90), Pizza Hut (0.90), McDonald's (0.90), KFC (social) (0.90), and Red Lobster (0.90) account for six of the ten slots. The remaining four are mass-market consumer staples: Coca-Cola leads the set at 0.91, followed by Big Lots (0.90), Lay's (0.90), and Walmart (social) (0.90). The scores span only about 0.017 across all ten — the defining feature of a flat shape — meaning no single neighbor pulls significantly ahead of the others.

The cross-kind pattern here is the structural finding: a Beauty brand whose nearest audience shapes belong entirely to restaurants, grocery and superstores, beverages, and snack food — broad, everyday-consumption categories with no Beauty representation in the top 10 at all.

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": "paulmitchellus", "title": "Paul Mitchell", "category": "Brands", "subcategory": "Beauty", "resolved": "paulmitchellus", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "cocacola", "title": "Coca-Cola", "category": "Brands", "subcategory": "Beverages", "similarity": 0.9144, "drivers": [ "N04", "O04", "Q08", "N01", "Q02" ] }, { "handle": "subway_social", "title": "Subway (social)", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.9096, "drivers": [ "N04", "O04", "Q08", "N03", "N01" ] }, { "handle": "burgerking", "title": "Burger King", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.9049, "drivers": [ "O04", "N04", "Q08", "N01", "N03" ] }, { "handle": "biglots", "title": "Big Lots", "category": "Brands", "subcategory": "Grocery and Superstores", "similarity": 0.9039, "drivers": [ "N04", "O04", "Q08", "N01", "Q05" ] }, { "handle": "pizzahut", "title": "Pizza Hut", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.9026, "drivers": [ "O04", "N04", "Q08", "N03", "N01" ] }, { "handle": "mcdonalds", "title": "McDonald's", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.9025, "drivers": [ "N04", "O04", "Q08", "N03", "N01" ] }, { "handle": "kfc_social", "title": "KFC (social)", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.9018, "drivers": [ "O04", "N04", "Q08", "N03", "N01" ] }, { "handle": "lays", "title": "Lay's", "category": "Brands", "subcategory": "Food", "similarity": 0.9006, "drivers": [ "N04", "O04", "Q08", "N01", "O03" ] }, { "handle": "redlobster", "title": "Red Lobster", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.9006, "drivers": [ "O04", "N04", "Q08", "N03", "Q05" ] }, { "handle": "walmart_social", "title": "Walmart (social)", "category": "Brands", "subcategory": "Grocery and Superstores", "similarity": 0.8977, "drivers": [ "N04", "O04", "Q08", "N01", "Q06" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: