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BeerAdvocate

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BeerAdvocate's top 10 neighbors span breweries, TV shows, comedians, and actors — a mixed cluster with no single subcategory dominating and scores compressed into a narrow band from 0.94 down to 0.90.

The shape is flat: Dogfish Head Brewery leads at 0.94, but the gap to the next neighbor is small. Schitt's Creek (TV show, 0.93) and a second Schitt's Creek account (0.91) follow immediately, making TV Shows the second-most-represented subcategory in the top 10 despite BeerAdvocate being a Website. DRAFT Magazine (0.91) is the only Magazine in the set. Breweries account for three of the ten slots — Rogue Ales & Spirits at 0.91 and Sierra Nevada Beer at 0.90 alongside Dogfish Head — but that still leaves the majority of the top 10 occupied by non-brewery entities. Eugene Levy (Actor, 0.91) and Jim Gaffigan (Comedian, 0.90) round out the set, with Gritty (Sports Teams, 0.90) and Brent Terhune (Comedian, 0.90) also present. The cross-kind composition — breweries, a TV show, comedians, an actor, a sports mascot, and a magazine all within 0.04 of each other — is the defining structural feature here.

This audience shape belongs to a cluster that is simultaneously beer-adjacent and broadly entertainment-oriented, with no single kind of entity holding a commanding position.

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": "beeradvocate", "title": "BeerAdvocate", "category": "Marketing Channels", "subcategory": "Websites", "resolved": "beeradvocate", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "dogfishbeer", "title": "Dogfish Head Brewery", "category": "Brands", "subcategory": "Breweries", "similarity": 0.9366, "drivers": [ "N03", "H02", "P02", "C01", "H01" ] }, { "handle": "schittscreek", "title": "Schitt's Creek", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9299, "drivers": [ "H02", "N03", "G01", "C01", "A04" ] }, { "handle": "schittscreekpop", "title": "Schitt's Creek", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9135, "drivers": [ "N03", "H02", "G01", "P02", "A04" ] }, { "handle": "draftmag", "title": "DRAFT Magazine", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.913, "drivers": [ "N03", "H02", "C01", "H01", "P02" ] }, { "handle": "rogueales", "title": "Rogue Ales & Spirits", "category": "Brands", "subcategory": "Breweries", "similarity": 0.9124, "drivers": [ "N03", "H02", "C01", "P02", "H01" ] }, { "handle": "realeugenelevy", "title": "Eugene Levy", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9057, "drivers": [ "A04", "H02", "C01", "G01", "H01" ] }, { "handle": "jimgaffigan", "title": "Jim Gaffigan", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.9005, "drivers": [ "H02", "P02", "C01", "H01", "N03" ] }, { "handle": "sierranevada", "title": "Sierra Nevada Beer", "category": "Brands", "subcategory": "Breweries", "similarity": 0.8997, "drivers": [ "N03", "H02", "P02", "C01", "H01" ] }, { "handle": "grittynhl", "title": "Gritty", "category": "Organizations", "subcategory": "Sports Teams", "similarity": 0.897, "drivers": [ "N03", "H02", "G01", "A04", "H01" ] }, { "handle": "brentterhune", "title": "Brent Terhune", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.8953, "drivers": [ "N03", "H02", "H01", "P02", "C01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: