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Duolingo

Brands
Technology
Playground →Docs

Duolingo's top 10 nearest neighbors span technology brands, comedians, actors, non-profits, a TV show, and a website — with no single subcategory dominating and scores compressed into a narrow band from 0.88 to 0.91. That flat distribution is the structural finding: no one entity pulls significantly ahead of the others.

Notion (0.91) sits at the top, the only other Technology brand in the top 10 alongside Dropbox (0.89) and Slack (0.88) — three productivity-adjacent tech tools whose audiences share Duolingo's shape. But the majority of the top 10 is cross-kind: Kumail Nanjiani (0.90) and Phillipa Soo (0.88) appear as Actors; Hasan Minhaj (0.89) as a Comedian; Public Citizen (0.89) and Planned Parenthood Action (0.87) as advocacy organizations; Malala Yousafzai (0.88) as an Activist; and Reddit (0.89) as a Website. Patriot Act with Hasan Minhaj (0.89) rounds out the set as a TV Show.

The mix — tech tools, comedians, actors, civic organizations, and a general-interest website — points to an audience that is broadly digitally engaged and culturally curious rather than one organized around any single interest cluster.

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": "duolingo", "title": "Duolingo", "category": "Brands", "subcategory": "Technology", "resolved": "duolingo", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "notionhq", "title": "Notion", "category": "Brands", "subcategory": "Technology", "similarity": 0.905, "drivers": [ "G03", "G01", "A02", "A06", "H02" ] }, { "handle": "kumailn", "title": "Kumail Nanjiani", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8983, "drivers": [ "G03", "A02", "G01", "I01", "H02" ] }, { "handle": "dribbble", "title": "Dribbble", "category": "Brands", "subcategory": "Other", "similarity": 0.8918, "drivers": [ "G03", "A02", "G01", "H02", "I01" ] }, { "handle": "hasanminhaj", "title": "Hasan Minhaj", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.8907, "drivers": [ "G03", "A02", "G01", "I01", "H02" ] }, { "handle": "public_citizen", "title": "Public Citizen", "category": "Organizations", "subcategory": "Non-Profit", "similarity": 0.8892, "drivers": [ "G03", "A02", "G01", "I01", "H02" ] }, { "handle": "patriotact", "title": "Patriot Act with Hasan Minhaj", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.8868, "drivers": [ "G03", "I01", "G01", "A02", "E06" ] }, { "handle": "reddit", "title": "Reddit", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.8854, "drivers": [ "G01", "G03", "A02", "H02", "I01" ] }, { "handle": "dropbox", "title": "Dropbox", "category": "Brands", "subcategory": "Technology", "similarity": 0.8854, "drivers": [ "A06", "N03", "G03", "A02", "G01" ] }, { "handle": "malala", "title": "Malala Yousafzai", "category": "Celebrities and Influencers", "subcategory": "Activists", "similarity": 0.8842, "drivers": [ "A02", "G03", "G01", "I01", "H02" ] }, { "handle": "slackhq", "title": "Slack", "category": "Brands", "subcategory": "Technology", "similarity": 0.8802, "drivers": [ "A02", "G01", "G03", "H02", "A06" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: