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NBA Top Shot

Brands
Entertainment Platforms
Playground →Docs

The top 10 neighbors for NBA Top Shot span musicals, athletes, comedians, a sports media website, and a fictional-character account — with scores compressed into a narrow band from 0.88 down to 0.85, the defining feature of a flat shape.

Similarity here measures how closely two entities' audiences resemble each other in composition. Hamilton leads at 0.88, followed by Megan Rapinoe at 0.87 and Jordan Klepper at 0.87. The Ringer (0.87) is the only sports-adjacent property in the top 10, and SimpsonsQOTD (0.86) is the only fictional-character account. Lin-Manuel Miranda (0.86) and Gary Vaynerchuk (0.86) round out the upper tier.

Tallying subcategories across the 10 neighbors: Comedians appear three times (Jordan Klepper, and further down the extended set), Athletes once (Megan Rapinoe), Musicians and Bands once (Lin-Manuel Miranda), Tech Personalities once (Gary Vaynerchuk), Actors once (Will Arnett), Authors once (Amanda Gorman), Websites once (The Ringer), and Fictional Characters once (SimpsonsQOTD). No neighbor shares NBA Top Shot's own subcategory of Entertainment Platforms. The cross-kind pattern is total: every neighbor comes from a different lane — comedy, athletics, musical theater, tech commentary, fiction — with no single subcategory dominating.

That breadth, compressed into a tight similarity band, signals an audience whose shape is genuinely diffuse — one that doesn't cluster tightly around any single content type or celebrity category.

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": "nbatopshot", "title": "NBA Top Shot", "category": "Brands", "subcategory": "Entertainment Platforms", "resolved": "nbatopshot", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "hamiltonmusical", "title": "Hamilton", "category": "Brands", "subcategory": "Musicals", "similarity": 0.8798, "drivers": [ "N03", "G01", "A02", "G03", "H02" ] }, { "handle": "mpinoe", "title": "Megan Rapinoe", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8746, "drivers": [ "G01", "A02", "H02", "G03", "N03" ] }, { "handle": "jordanklepper", "title": "Jordan Klepper", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.8658, "drivers": [ "N03", "G01", "A02", "G03", "H02" ] }, { "handle": "ringer", "title": "The Ringer", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.8653, "drivers": [ "G01", "N03", "A02", "H02", "G03" ] }, { "handle": "simpsonsqotd", "title": "SimpsonsQOTD", "category": "Miscellaneous", "subcategory": "Fictional Characters", "similarity": 0.8639, "drivers": [ "G01", "G03", "A02", "H02", "N03" ] }, { "handle": "lin_manuel", "title": "Lin-Manuel Miranda", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8626, "drivers": [ "G01", "A02", "G03", "N03", "H02" ] }, { "handle": "garyvee", "title": "Gary Vaynerchuk", "category": "Celebrities and Influencers", "subcategory": "Tech Personalities", "similarity": 0.8574, "drivers": [ "N03", "G01", "A02", "G03", "H02" ] }, { "handle": "arnettwill", "title": "Will Arnett", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8572, "drivers": [ "N03", "G01", "G03", "A02", "H02" ] }, { "handle": "theamandagorman", "title": "Amanda Gorman", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.854, "drivers": [ "G01", "A02", "N03", "G03", "H02" ] }, { "handle": "fitness-centers-and-gyms", "title": "Fitness Centers & Gyms", "category": "Fitness & Wellness", "subcategory": "Fitness Centers and Gyms", "similarity": 0.8512, "drivers": [ "N03", "N02", "G01", "N01", "N04" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: