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Caribou Coffee

Across Caribou Coffee's top 10 similarity neighbors, no single entity dominates — the scores run from 0.77 down to 0.71 with no sharp drop, a broad distribution where audience shape is shared widely rather than concentrated. The most striking structural feature is what those neighbors actually are: hockey organizations, Barstool Sports personalities, and a sports podcast, with no other coffee or beverage brand in the set except Caribou Coffee (0.71), which is the brand's own separate handle appearing as a near-identical audience match.

The top of the list is anchored by Minnesota Wild (0.77) and USA Hockey (0.72), with Minnesota Twins (0.71) also in the set — two Sports Teams and one Sports League forming a clear regional and hockey-forward cluster. Woven through the same range are Barstool-affiliated Professionals and Journalists: Hank Lockwood (0.72), Dan Katz (0.72), John Buccigross (0.72), and PFTCommenter (0.71). Spittin' Chiclets (0.71), a hockey-focused podcast, and Ria (0.74), a Reality TV Star, round out the ten. The audience shape here is defined by Midwestern sports fandom and Barstool media consumption — not by the coffee or food-and-beverage category at all.

The broad shape reflects an audience whose composition is recognizable across a specific regional sports and media ecosystem rather than a single tight niche.

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."

Raw data

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