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Khan Academy

Organizations
Education
Playground →Docs

Khan Academy's top 10 nearest neighbors contain no other Education organizations — the sole fellow Education entity in the set is TED Talks at 0.92, and the remaining nine positions belong to B2B brands, Technology brands, and tech-oriented websites.

The shape is flat: scores run from 0.93 (Salesforce) down to 0.90 (Tableau Software), a range of less than four points across the full top 10. That compression means no single neighbor dominates; the cluster's character comes from its subcategory composition. B2B brands account for four of the ten slots — Gartner (0.93), MuleSoft (0.92), O'Reilly Media (0.92), and Forrester (0.90) — alongside Technology brands Salesforce (0.93) and Tableau Software (0.90). Websites fill out the remainder: CIO.com (0.91) and InformationWeek (0.91) are both enterprise IT publications, and IDC (0.90) rounds out the research-and-analysis cluster. The pattern is consistent: enterprise technology research, B2B software, and professional IT media — not consumer education platforms or general-interest publishers.

The one outlier by subcategory is TED Talks, the only Education neighbor in the top 10; every other entity is oriented toward professional and enterprise audiences, suggesting Khan Academy's audience shape is defined less by learners in general and more by a professionally engaged, tech-sector segment.

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": "khanacademy", "title": "Khan Academy", "category": "Organizations", "subcategory": "Education", "resolved": "khanacademy", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "salesforce", "title": "Salesforce", "category": "Brands", "subcategory": "Technology", "similarity": 0.9288, "drivers": [ "A06", "A03", "G01", "N03", "A02" ] }, { "handle": "gartner_inc", "title": "Gartner", "category": "Brands", "subcategory": "B2B", "similarity": 0.9254, "drivers": [ "A03", "A06", "A01", "J01", "G01" ] }, { "handle": "mulesoft", "title": "MuleSoft", "category": "Brands", "subcategory": "B2B", "similarity": 0.9238, "drivers": [ "A03", "A06", "G02", "J01", "N03" ] }, { "handle": "tedtalks", "title": "TED Talks", "category": "Organizations", "subcategory": "Education", "similarity": 0.9209, "drivers": [ "A02", "G01", "N03", "G03", "A03" ] }, { "handle": "oreillymedia", "title": "O'Reilly Media", "category": "Brands", "subcategory": "B2B", "similarity": 0.9202, "drivers": [ "A06", "G01", "G03", "A03", "G02" ] }, { "handle": "cioonline", "title": "CIO.com", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9147, "drivers": [ "A06", "A03", "A01", "G01", "A02" ] }, { "handle": "informationweek", "title": "InformationWeek", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.912, "drivers": [ "A06", "A03", "A01", "J01", "G01" ] }, { "handle": "forrester", "title": "Forrester", "category": "Brands", "subcategory": "B2B", "similarity": 0.9047, "drivers": [ "A03", "G01", "A01", "A02", "A06" ] }, { "handle": "idc", "title": "IDC", "category": "Brands", "subcategory": "B2B", "similarity": 0.9044, "drivers": [ "A06", "A03", "A01", "J01", "G01" ] }, { "handle": "tableau", "title": "Tableau Software", "category": "Brands", "subcategory": "Technology", "similarity": 0.9036, "drivers": [ "A06", "A03", "G01", "G03", "A02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: