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Paul Mitchell

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.

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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

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