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Hot Topic

JCPenney is the strongest pull in Hot Topic's top 10, scoring 0.87 — higher than any apparel or entertainment neighbor — and it sits alongside Mister Car Wash (0.83), a services brand with no obvious thematic connection to either retailer. That pairing signals the two-peak structure: one cluster anchored in retail and apparel, a second anchored in entertainment and fandom properties.

The retail-apparel cluster is tight. Torrid (0.84) and Claire's (0.84) follow JCPenney closely, with Boot Barn (0.78) rounding out the apparel presence. These four span Women's Apparel, Jewelry and Accessories, and Footwear — all distinct subcategories from Hot Topic's own General Apparel classification, meaning the nearest apparel neighbors are not same-kind matches but adjacent retail formats. The one exception within the top 10 is BoxLunch (0.74, Hobbies Gifts and Crafts), which bridges toward the second cluster.

That second cluster is entertainment-driven. The Mandalorian (0.84) and Star Wars (0.82) are the anchors — a TV Show and a Movie Franchise — with Disney+ (0.75) extending the franchise-media thread. Marshmello (0.74, Musicians and Bands) is the lone musician in the top 10, sitting at the outer edge of this cluster. No other General Apparel brand appears in the top 10 besides Hot Topic's own subcategory peer Aéropostale, which lands at position 10 with a score of 0.64 — well below the entertainment neighbors.

The overall shape is an audience that straddles accessible mall retail and franchise fandom, with neither cluster fully dominating the other.

Playground →Docs

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."

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