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Left Hand Brewing Company

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At 0.95, Sierra Nevada Beer and Deschutes Brewery sit nearly tied at the top of Left Hand Brewing Company's neighbor set — but the more structurally interesting finding is what sits alongside them: a beer-media layer that forms a second, distinct cluster.

The shape is two-peak. Eight of the ten neighbors are fellow breweries, with Sierra Nevada Beer (0.95), Deschutes Brewery (0.95), Avery Brewing Co (0.95), and Rogue Ales & Spirits (0.94) forming the dominant peak — a tight band of craft brewery audiences that share nearly identical composition. The second peak is smaller but structurally distinct: Untappd (0.90) and DRAFT Magazine (0.90) represent the beer-enthusiast media and platform layer, pulling in audiences whose shape is defined less by brand loyalty to a single brewery and more by active engagement with the craft beer category as a whole. Oskar Blues Brewery (0.90) and New Belgium Brewing (0.89) sit between the two peaks, reinforcing the brewery core while also overlapping with the media cluster.

The two-peak structure suggests Left Hand's audience is simultaneously brewery-specific and category-wide — shaped by both brand-adjacent craft drinkers and the platform and publication audiences that follow the broader craft beer world.

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": "lefthandbrewing", "title": "Left Hand Brewing Company", "category": "Brands", "subcategory": "Breweries", "resolved": "lefthandbrewing", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "sierranevada", "title": "Sierra Nevada Beer", "category": "Brands", "subcategory": "Breweries", "similarity": 0.9518, "drivers": [ "N03", "H02", "P02", "C01", "H01" ] }, { "handle": "deschutesbeer", "title": "Deschutes Brewery", "category": "Brands", "subcategory": "Breweries", "similarity": 0.9507, "drivers": [ "H02", "N03", "C01", "H01", "P02" ] }, { "handle": "averybrewingco", "title": "Avery Brewing Co", "category": "Brands", "subcategory": "Breweries", "similarity": 0.9477, "drivers": [ "H02", "N03", "C01", "H01", "F04" ] }, { "handle": "rogueales", "title": "Rogue Ales & Spirits", "category": "Brands", "subcategory": "Breweries", "similarity": 0.9406, "drivers": [ "N03", "H02", "C01", "P02", "H01" ] }, { "handle": "untappd", "title": "Untappd", "category": "Brands", "subcategory": "Alcohol", "similarity": 0.9044, "drivers": [ "N03", "H02", "P02", "C01", "H01" ] }, { "handle": "oskarblues", "title": "Oskar Blues Brewery", "category": "Brands", "subcategory": "Breweries", "similarity": 0.9039, "drivers": [ "H02", "H01", "C01", "F04", "P02" ] }, { "handle": "draftmag", "title": "DRAFT Magazine", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9014, "drivers": [ "H02", "N03", "C01", "H01", "P02" ] }, { "handle": "newbelgium", "title": "New Belgium Brewing", "category": "Brands", "subcategory": "Breweries", "similarity": 0.8917, "drivers": [ "H02", "H01", "C01", "P02", "F04" ] }, { "handle": "stonebrewing", "title": "Stone Brewing", "category": "Brands", "subcategory": "Breweries", "similarity": 0.88, "drivers": [ "N03", "H02", "P02", "C01", "H01" ] }, { "handle": "flyingdog", "title": "Flying Dog Brewery", "category": "Brands", "subcategory": "Breweries", "similarity": 0.8784, "drivers": [ "N03", "F04", "H02", "P02", "Q05" ] } ] }
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