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VSCO

VSCO's ten nearest neighbors span music sites, film directors, actors, comedians, and a journalist — with no other Technology brand appearing in the top 10. The scores compress into a narrow band from 0.918 down to 0.90, the defining feature of a flat shape: no single neighbor dominates, and the audience overlap is distributed evenly across a culturally specific mix.

The top three — Consequence of Sound (0.92), Rian Johnson (0.92), and Radiohead (0.91) — set the tone: indie music coverage, art-house film, and critically regarded rock. Kumail Nanjiani (0.91) and The A.V. Club (0.91) extend that pattern into actors and entertainment criticism, while Stereogum (0.91) reinforces the music-media thread. The remaining four — Edward Snowden (0.91), Aparna Nancherla (0.91), Ken Klippenstein (0.90), and Mara Wilson (0.90) — add an activist, two comedians, and a journalist, all consistent with a left-leaning, culturally engaged audience rather than a photography or tech-adjacent one.

The cross-kind character of this cluster is the structural finding: VSCO's audience shape is defined not by other technology products but by indie culture media and entertainment figures, suggesting the audience it shares most closely is one organized around taste and cultural identity.

Playground →Docs

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."

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