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Gary Vaynerchuk

Celebrities and Influencers
Tech Personalities
Playground →Docs

Gary Vaynerchuk's top 10 neighbors span education, logistics, authors, social media, tech personalities, humor, news publishing, a spiritual leader, and a business magazine — no single subcategory dominates, and the scores compress into a narrow band from 0.96 down to 0.94.

The shape is flat: TED Talks leads at 0.96, followed closely by FedEx at 0.96, Tim Ferriss at 0.95, LinkedIn at 0.95, and Guy Kawasaki at 0.95 — a spread of just two hundredths across five neighbors. The remaining five — Social Media Today (0.95), Click.Click.Click (0.94), CNET News (0.94), Dalai Lama (0.94), and Inc. (0.94) — hold the same tight range. No single neighbor pulls away from the pack.

The subcategory mix is the real finding. Of the 10 neighbors, only Guy Kawasaki shares Gary Vaynerchuk's own subcategory (Tech Personalities). The other nine span Education, Transport and Logistics, Authors, Social Media, Websites, Humor Memes and Satire, News Publishers, Spiritual Leaders, and Magazines. That cross-kind spread — a logistics company and a spiritual leader sitting at the same similarity level as a fellow tech personality — signals an audience whose shape is defined less by any single content category than by a broad, professionally-oriented profile that overlaps with many different kinds of entities simultaneously.

The flat distribution across such a diverse neighbor set suggests this audience is wide-reaching rather than niche-concentrated.

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": "garyvee", "title": "Gary Vaynerchuk", "category": "Celebrities and Influencers", "subcategory": "Tech Personalities", "resolved": "garyvee", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "tedtalks", "title": "TED Talks", "category": "Organizations", "subcategory": "Education", "similarity": 0.9606, "drivers": [ "A02", "G01", "G03", "J01", "N03" ] }, { "handle": "fedex", "title": "FedEx", "category": "Industrial & Commercial Service", "subcategory": "Transport and Logistics", "similarity": 0.9561, "drivers": [ "G01", "A02", "G03", "J01", "J04" ] }, { "handle": "tferriss", "title": "Tim Ferriss", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.9532, "drivers": [ "A02", "G01", "G03", "J01", "N03" ] }, { "handle": "linkedin", "title": "LinkedIn", "category": "Brands", "subcategory": "Social Media", "similarity": 0.9509, "drivers": [ "G01", "A02", "G03", "N03", "J01" ] }, { "handle": "guykawasaki", "title": "Guy Kawasaki", "category": "Celebrities and Influencers", "subcategory": "Tech Personalities", "similarity": 0.9483, "drivers": [ "G01", "A02", "J01", "G03", "A01" ] }, { "handle": "socialmedia2day", "title": "Social Media Today", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9453, "drivers": [ "G01", "A02", "N03", "G03", "J01" ] }, { "handle": "clickclickclick", "title": "Click.Click.Click", "category": "Miscellaneous", "subcategory": "Humor Memes and Satire", "similarity": 0.9438, "drivers": [ "G01", "A02", "G03", "N03", "J04" ] }, { "handle": "cnetnews", "title": "CNET News", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.9437, "drivers": [ "G01", "A02", "N03", "G03", "J01" ] }, { "handle": "dalailama", "title": "Dalai Lama", "category": "Celebrities and Influencers", "subcategory": "Spiritual Leaders", "similarity": 0.9431, "drivers": [ "G01", "A02", "G03", "J02", "J01" ] }, { "handle": "inc", "title": "Inc.", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9423, "drivers": [ "A02", "G01", "G03", "J01", "J02" ] } ] }
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