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Rogue Ales & Spirits

Brands
Breweries
Playground →Docs

Rogue Ales & Spirits' nearest audiences span a wide range of entity types — breweries, beer media, comedians, actors, and sports journalists all appear within the top 10 — with no single neighbor pulling far ahead of the rest.

The shape is broad, and the top of the list is dominated by fellow breweries. Sierra Nevada Beer leads at 0.95, followed closely by Left Hand Brewing Company (0.94), Avery Brewing Co (0.93), Deschutes Brewery (0.93), and Stone Brewing (0.92) — five breweries in the top five positions. The sixth neighbor breaks the pattern: BeerAdvocate, a beer-focused website, sits at 0.91, followed by Green Flash Brewing (0.91) and DRAFT Magazine (0.90), a beer-focused publication. Flying Dog Brewery (0.90) and Untappd (0.90) round out the top 10 — the latter classified under Alcohol rather than Breweries, but still firmly within the craft beer ecosystem. Eight of the ten neighbors are Breweries by subcategory; the remaining two are beer-adjacent media and platform properties. No comedians, actors, or sports journalists appear in the top 10, even though those categories are visible further out in the broader neighbor set.

The top 10 present a tightly defined craft beer audience — one that follows both the brands and the media infrastructure built around the category.

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": "rogueales", "title": "Rogue Ales & Spirits", "category": "Brands", "subcategory": "Breweries", "resolved": "rogueales", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "sierranevada", "title": "Sierra Nevada Beer", "category": "Brands", "subcategory": "Breweries", "similarity": 0.9497, "drivers": [ "N03", "P02", "H02", "C01", "N04" ] }, { "handle": "lefthandbrewing", "title": "Left Hand Brewing Company", "category": "Brands", "subcategory": "Breweries", "similarity": 0.9406, "drivers": [ "N03", "H02", "C01", "P02", "H01" ] }, { "handle": "averybrewingco", "title": "Avery Brewing Co", "category": "Brands", "subcategory": "Breweries", "similarity": 0.9343, "drivers": [ "H02", "N03", "C01", "H01", "P02" ] }, { "handle": "deschutesbeer", "title": "Deschutes Brewery", "category": "Brands", "subcategory": "Breweries", "similarity": 0.934, "drivers": [ "H02", "N03", "C01", "P02", "H01" ] }, { "handle": "stonebrewing", "title": "Stone Brewing", "category": "Brands", "subcategory": "Breweries", "similarity": 0.9215, "drivers": [ "N03", "H02", "P02", "C01", "N04" ] }, { "handle": "beeradvocate", "title": "BeerAdvocate", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9124, "drivers": [ "N03", "H02", "C01", "P02", "H01" ] }, { "handle": "greenflashbeer", "title": "Green Flash Brewing", "category": "Brands", "subcategory": "Breweries", "similarity": 0.9088, "drivers": [ "H02", "N03", "C01", "P02", "N04" ] }, { "handle": "draftmag", "title": "DRAFT Magazine", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9034, "drivers": [ "H02", "N03", "P02", "C01", "H01" ] }, { "handle": "flyingdog", "title": "Flying Dog Brewery", "category": "Brands", "subcategory": "Breweries", "similarity": 0.8962, "drivers": [ "N03", "H02", "P02", "F04", "Q05" ] }, { "handle": "untappd", "title": "Untappd", "category": "Brands", "subcategory": "Alcohol", "similarity": 0.8958, "drivers": [ "N03", "P02", "H02", "C01", "H01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: