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Trek Bicycle

Brands
Fitness
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Trek Bicycle's top 10 neighbors span breweries, outdoor brands, cycling media, humor accounts, and a news publisher — no single subcategory dominates, and the scores compress into a narrow band from 0.85 down to 0.80.

Similarity here measures how closely two entities' audiences resemble each other in composition. The top neighbor is Buitengebieden, a humor-and-satire account, at 0.85 — the highest score in the set, though only marginally ahead of the rest. Specialized Bicycles (0.84) is the one direct same-kind match, sharing Trek's Fitness subcategory. After that, the neighbors scatter across subcategories: cycling and outdoor magazines — VeloNews (0.81), Backpacker Magazine (0.80) — sit alongside The North Face (0.81) in Outdoors, The Athletic NHL (0.80) in News Publishers, and four Breweries brands: Deschutes Brewery (0.80), Left Hand Brewing Company (0.80), Brent Terhune (0.80, a Comedian), and Bicycling Magazine (0.80). Breweries are the most represented subcategory in the top 10 with four entries, yet none scores above 0.80 — they cluster at the lower end of an already tight range.

The cross-kind character of this neighbor set is the defining feature: only one of the ten shares Trek's own subcategory, while the rest are drawn from outdoor lifestyle, craft beer, cycling journalism, and humor — a profile that points to an audience organized around active, outdoors-oriented leisure rather than fitness alone.

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": "trekbikes", "title": "Trek Bicycle", "category": "Brands", "subcategory": "Fitness", "resolved": "trekbikes", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "buitengebieden_", "title": "Buitengebieden", "category": "Miscellaneous", "subcategory": "Humor Memes and Satire", "similarity": 0.8475, "drivers": [ "N03", "A05", "C01", "J03", "H01" ] }, { "handle": "iamspecialized", "title": "Specialized Bicycles", "category": "Brands", "subcategory": "Fitness", "similarity": 0.8383, "drivers": [ "N03", "H02", "C01", "J05", "J03" ] }, { "handle": "velonews", "title": "VeloNews", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.8098, "drivers": [ "J05", "N03", "C01", "J01", "H01" ] }, { "handle": "thenorthface", "title": "The North Face", "category": "Brands", "subcategory": "Outdoors", "similarity": 0.8085, "drivers": [ "N03", "H02", "J05", "C01", "P02" ] }, { "handle": "backpackermag", "title": "Backpacker Magazine", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.8044, "drivers": [ "N03", "H02", "C01", "J05", "O04" ] }, { "handle": "theathleticnhl", "title": "The Athletic NHL", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.804, "drivers": [ "N03", "C01", "F04", "H02", "P02" ] }, { "handle": "deschutesbeer", "title": "Deschutes Brewery", "category": "Brands", "subcategory": "Breweries", "similarity": 0.8019, "drivers": [ "N03", "H02", "C01", "H01", "P02" ] }, { "handle": "lefthandbrewing", "title": "Left Hand Brewing Company", "category": "Brands", "subcategory": "Breweries", "similarity": 0.8015, "drivers": [ "N03", "H02", "C01", "F04", "P02" ] }, { "handle": "brentterhune", "title": "Brent Terhune", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.7992, "drivers": [ "N03", "H02", "P02", "H01", "F04" ] }, { "handle": "bicyclingmag", "title": "Bicycling Magazine", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.799, "drivers": [ "N03", "H02", "C01", "H01", "J05" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: