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TikTok

Brands
Social Media
Playground →Docs

TikTok's top 10 nearest neighbors span film studios, music brands, TV channels, and celebrity musicians — no single subcategory dominates, and no other Social Media platform appears in the set.

The shape is flat: scores run from 0.82 (20th Century Studios) down to 0.79 (YouTube), a range of just 0.025 across ten neighbors. Film Studios account for three of the ten — 20th Century Studios (0.82), MGM Studios (0.82), and Paramount Pictures (0.80) — making them the most represented subcategory. The rest of the top 10 is a cross-kind mix: Paris Hilton (0.81, TV Personalities), Vevo (0.81, Music brand), MTV (0.81, TV Channels), Billboard (0.80, Websites), Twitter Music (0.80, Musicians and Bands), Sam Smith (0.79, Musicians and Bands), and YouTube (0.79, Entertainment Platforms). Musicians and Bands account for two of the ten; TV Channels, Music brands, Websites, TV Personalities, and Entertainment Platforms each contribute one. The one fellow Social Media platform in the visible data is YouTube, classified here as Entertainment Platforms — not Social Media — so TikTok's own subcategory is absent from the top 10 entirely.

What the flat shape reveals is that TikTok's audience composition is not concentrated around any single content category; it overlaps broadly with film, music, and entertainment-adjacent audiences in roughly equal measure.

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": "tiktok_us", "title": "TikTok", "category": "Brands", "subcategory": "Social Media", "resolved": "tiktok_us", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "20thcentury", "title": "20th Century Studios", "category": "Brands", "subcategory": "Film Studios", "similarity": 0.8182, "drivers": [ "P03", "N03", "O03", "Q08", "P06" ] }, { "handle": "mgmstudios", "title": "MGM Studios", "category": "Brands", "subcategory": "Film Studios", "similarity": 0.8157, "drivers": [ "N03", "Q08", "P03", "O03", "Q06" ] }, { "handle": "parishilton", "title": "Paris Hilton", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.8132, "drivers": [ "N03", "Q08", "P03", "O04", "P06" ] }, { "handle": "vevo", "title": "Vevo", "category": "Brands", "subcategory": "Music", "similarity": 0.8122, "drivers": [ "N03", "Q08", "P03", "Q02", "O04" ] }, { "handle": "mtv", "title": "MTV", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.8109, "drivers": [ "N03", "Q08", "P03", "P05", "Q02" ] }, { "handle": "paramountpics", "title": "Paramount Pictures", "category": "Brands", "subcategory": "Film Studios", "similarity": 0.8002, "drivers": [ "N03", "P03", "Q08", "O03", "E03" ] }, { "handle": "billboard", "title": "Billboard", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.7997, "drivers": [ "N03", "Q08", "P03", "Q02", "O04" ] }, { "handle": "twittermusic", "title": "Twitter Music", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.7966, "drivers": [ "N03", "Q08", "O04", "Q02", "O03" ] }, { "handle": "samsmith", "title": "Sam Smith", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.7937, "drivers": [ "N03", "P03", "Q08", "F04", "P05" ] }, { "handle": "youtube", "title": "YouTube", "category": "Brands", "subcategory": "Entertainment Platforms", "similarity": 0.7935, "drivers": [ "N03", "Q08", "P03", "O04", "Q02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: