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Caribou Coffee

Restaurants & Eateries
Coffee and Tea
Playground →Docs

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.

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": "caribou-coffee", "title": "Caribou Coffee", "category": "Restaurants & Eateries", "subcategory": "Coffee and Tea", "resolved": "caribou-coffee", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "mnwild", "title": "Minnesota Wild", "category": "Organizations", "subcategory": "Sports Teams", "similarity": 0.7688, "drivers": [ "L02", "M01", "F01", "C01", "F03" ] }, { "handle": "barstoolria", "title": "Ria", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.7353, "drivers": [ "A04", "N03", "L02", "H04", "P03" ] }, { "handle": "usahockey", "title": "USA Hockey", "category": "Organizations", "subcategory": "Sports Leagues", "similarity": 0.7242, "drivers": [ "A04", "L02", "P02", "F01", "C01" ] }, { "handle": "hen_ease", "title": "Hank Lockwood", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.7205, "drivers": [ "A04", "H04", "L02", "N03", "P02" ] }, { "handle": "barstoolbigcat", "title": "Dan Katz", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.7169, "drivers": [ "A04", "L02", "N03", "H04", "P02" ] }, { "handle": "buccigross", "title": "John Buccigross", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.7158, "drivers": [ "A04", "F01", "C01", "P04", "P02" ] }, { "handle": "spittinchiclets", "title": "Spittin' Chiclets", "category": "Marketing Channels", "subcategory": "Podcasts and Radio", "similarity": 0.7142, "drivers": [ "A04", "L02", "C01", "P06", "P04" ] }, { "handle": "cariboucoffee", "title": "Caribou Coffee", "category": "Brands", "subcategory": "Beverages", "similarity": 0.71, "drivers": [ "L02", "M01", "A04", "C01", "F01" ] }, { "handle": "twins", "title": "Minnesota Twins", "category": "Organizations", "subcategory": "Sports Teams", "similarity": 0.7078, "drivers": [ "L02", "M01", "F01", "C01", "F03" ] }, { "handle": "pftcommenter", "title": "PFTCommenter", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.707, "drivers": [ "A04", "H04", "N03", "L02", "P03" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: