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Dose

Marketing Channels
Websites

Dose's top 10 nearest neighbors span game developers, athletes, magazines, TV shows, and musicians — no single subcategory dominates, and the scores compress into a narrow band from 0.88 down to 0.84, which is the defining structural feature here.

Similarity measures how closely two audiences resemble each other in composition; a score of 0.88 means the audiences of Dose and Telltale Games are shaped very similarly, without implying the two entities are thematically related. Telltale Games (0.88, Game Developers) sits at the top, followed by athlete Miesha Tate (0.87), magazine High Times (0.86), TV show The Ultimate Fighter (0.86), and MMA website MMA Junkie (0.85). That MMA cluster — The Ultimate Fighter, MMA Junkie, and MMAFighting.com (0.84) — is the most coherent thread in the top 10, but it sits alongside Red Hot Chili Peppers (0.85, Musicians and Bands), Playboy (0.85, Magazines), and fashion brand New Era Cap (0.84). Dose itself is a Website, and only MMA Junkie and MMAFighting.com share that subcategory in the top 10.

The flat shape and cross-kind mix — combat sports media, a game developer, a legacy men's magazine, a rock band, and a headphone brand all landing within four hundredths of each other — points to an audience that doesn't cluster tightly around any single content vertical.

Playground →Docs

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": "dose", "title": "Dose", "category": "Marketing Channels", "subcategory": "Websites", "resolved": "dose", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "telltalegames", "title": "Telltale Games", "category": "Brands", "subcategory": "Game Developers", "similarity": 0.8766, "drivers": [ "N03", "A01", "A05", "I04", "E03" ] }, { "handle": "mieshatate", "title": "Miesha Tate", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8683, "drivers": [ "N03", "A01", "E03", "A03", "J02" ] }, { "handle": "high_times_mag", "title": "High Times", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.8609, "drivers": [ "N03", "A05", "A03", "A04", "J02" ] }, { "handle": "ultimatefighter", "title": "The Ultimate Fighter", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.8555, "drivers": [ "N03", "A01", "J02", "A03", "E04" ] }, { "handle": "mmajunkie", "title": "MMA Junkie", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.8493, "drivers": [ "N03", "J02", "A01", "A03", "E04" ] }, { "handle": "chilipeppers", "title": "Red Hot Chili Peppers", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8479, "drivers": [ "N03", "F04", "E04", "I04", "A01" ] }, { "handle": "playboy", "title": "Playboy", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.8451, "drivers": [ "N03", "E03", "A05", "A04", "A01" ] }, { "handle": "mmafighting", "title": "MMAFighting.com", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.8402, "drivers": [ "N03", "A05", "E03", "E04", "A01" ] }, { "handle": "neweracap", "title": "New Era Cap", "category": "Brands", "subcategory": "Fashion", "similarity": 0.8389, "drivers": [ "N03", "J02", "D03", "J05", "A03" ] }, { "handle": "skullcandy", "title": "Skullcandy", "category": "Brands", "subcategory": "Technology", "similarity": 0.837, "drivers": [ "N03", "E03", "A03", "A05", "A01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: