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Aaron Lee

Celebrities and Influencers
Professionals
Playground →Docs

The top 10 nearest neighbors for Aaron Lee span a wide range of subcategories — Professionals, Tech Personalities, Authors, a TV Show, and a Tools and Resources entry — with no single neighbor pulling far ahead of the rest. That breadth is the defining structural feature here: similarity scores run from 0.93 at the top down to 0.88 at position 10, a narrow band that signals a broad, diffuse audience shape rather than a concentrated one.

Roger James Hamilton leads at 0.93, followed closely by Leonard Kim at 0.92 and Cammi Pham at 0.91. All three share Aaron Lee's own subcategory — Professionals — as do Mark Goulston at 0.91 and Winnie Sun at 0.89. That makes five of the top 10 same-kind neighbors, a clear majority. The remaining five introduce cross-kind variety: ShareThis (Tools and Resources, 0.90), Murray Newlands (Authors, 0.89), The ReidOut (TV Shows, 0.89), Scott Page (Musicians and Bands, 0.88), and Cynthia Johnson (Professionals, 0.88). The TV show and the musician are the most structurally distant from the center entity's own kind, yet both sit comfortably within the top 10 — a sign that this audience's shape extends meaningfully beyond the professional-influencer cluster.

The overall picture is an audience that looks most like other Professionals but whose shape is porous enough to overlap with media, tools, and creative figures at nearly the same level.

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": "askaaronlee", "title": "Aaron Lee", "category": "Celebrities and Influencers", "subcategory": "Professionals", "resolved": "askaaronlee", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "rogerhamilton", "title": "Roger James Hamilton", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.9319, "drivers": [ "J02", "Q02", "Q04", "E02", "N03" ] }, { "handle": "mrleonardkim", "title": "Leonard Kim", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.9162, "drivers": [ "E02", "Q04", "J02", "J01", "F04" ] }, { "handle": "cammipham", "title": "Cammi Pham", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.9079, "drivers": [ "E02", "Q02", "J02", "Q04", "M01" ] }, { "handle": "markgoulston", "title": "Mark Goulston", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.9065, "drivers": [ "J02", "F04", "Q04", "P02", "Q02" ] }, { "handle": "sharethis", "title": "ShareThis", "category": "Miscellaneous", "subcategory": "Tools and Resources", "similarity": 0.8997, "drivers": [ "J02", "K02", "Q04", "J01", "J04" ] }, { "handle": "murraynewlands", "title": "Murray Newlands", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.8915, "drivers": [ "J02", "E02", "J01", "J05", "Q04" ] }, { "handle": "winniesun", "title": "Winnie Sun", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.8903, "drivers": [ "J02", "F04", "E02", "Q04", "E06" ] }, { "handle": "thereidout", "title": "The ReidOut", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.8898, "drivers": [ "E02", "J02", "K02", "Q04", "J05" ] }, { "handle": "iamscottpage", "title": "Scott Page", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.879, "drivers": [ "P02", "J05", "J02", "Q04", "E02" ] }, { "handle": "cynthialive", "title": "Cynthia Johnson", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.8769, "drivers": [ "J02", "E02", "Q04", "J04", "M01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: