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Woot!

Brands
Technology
Playground →Docs

Five of Woot!'s ten nearest neighbors by audience shape are craft breweries — a subcategory that has nothing to do with deal-hunting or consumer electronics. Similarity here measures how much two audiences resemble each other in composition, not whether the entities share a purpose; and by that measure, Woot!'s audience looks more like a craft beer crowd than anything else in the top 10.

The shape is flat: scores run from Flying Dog Brewery at 0.84 down to BeerAdvocate at 0.81, a narrow band with no single dominant neighbor. The brewery cluster — Flying Dog Brewery (0.84), Sierra Nevada Beer (0.83), Stone Brewing (0.83), Rogue Ales & Spirits (0.82), and Anchor Brewing (0.81) — sits alongside NASA's Perseverance Mars Rover (0.83), Richard Marx (0.82), PatriotTakes (0.82), and Brent Terhune (0.81). No other Technology brand appears in the top 10; Woot!'s own subcategory is entirely absent from its nearest neighbors. The mix — craft breweries, a space mission, a musician, a satirist, and a comedian — points to an audience defined less by a single interest category than by a particular sensibility that cuts across them.

The flat shape and cross-kind composition together suggest Woot!'s audience is not concentrated around any one content type, but is instead a diffuse group whose attention patterns happen to align with an eclectic range of entities.

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": "woot", "title": "Woot!", "category": "Brands", "subcategory": "Technology", "resolved": "woot", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "flyingdog", "title": "Flying Dog Brewery", "category": "Brands", "subcategory": "Breweries", "similarity": 0.8361, "drivers": [ "N03", "F04", "A03", "P01", "C04" ] }, { "handle": "sierranevada", "title": "Sierra Nevada Beer", "category": "Brands", "subcategory": "Breweries", "similarity": 0.8289, "drivers": [ "N03", "H01", "P02", "C01", "F04" ] }, { "handle": "stonebrewing", "title": "Stone Brewing", "category": "Brands", "subcategory": "Breweries", "similarity": 0.8262, "drivers": [ "N03", "H02", "H01", "C01", "P02" ] }, { "handle": "nasapersevere", "title": "NASA's Perseverance Mars Rover", "category": "Organizations", "subcategory": "Research Organizations", "similarity": 0.8256, "drivers": [ "N03", "A03", "H01", "N02", "C01" ] }, { "handle": "richardmarx", "title": "Richard Marx", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8232, "drivers": [ "N03", "F04", "H01", "P06", "C01" ] }, { "handle": "rogueales", "title": "Rogue Ales & Spirits", "category": "Brands", "subcategory": "Breweries", "similarity": 0.8227, "drivers": [ "N03", "C01", "H01", "H02", "P02" ] }, { "handle": "patriottakes", "title": "PatriotTakes", "category": "Miscellaneous", "subcategory": "Humor Memes and Satire", "similarity": 0.8195, "drivers": [ "N03", "A03", "H01", "P01", "P06" ] }, { "handle": "brentterhune", "title": "Brent Terhune", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.8086, "drivers": [ "N03", "H01", "F04", "P01", "P06" ] }, { "handle": "anchorbrewing", "title": "Anchor Brewing", "category": "Brands", "subcategory": "Breweries", "similarity": 0.8071, "drivers": [ "N03", "F04", "H02", "H01", "P06" ] }, { "handle": "beeradvocate", "title": "BeerAdvocate", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.8065, "drivers": [ "N03", "H01", "C01", "H02", "P02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: