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Tone It Up

Tone It Up's nearest audiences span an unusually wide range of entity types — TV shows, technology brands, activists, comedians, politicians, and news publishers — with no single neighbor pulling clearly ahead of the rest.

The shape is flat: the top 10 scores run from 0.86 (Bravo Top Chef) down to 0.85 (Megan Rapinoe), a band of less than two percentage points. That compression means no structural anchor exists — the audience doesn't cluster tightly around any one kind of entity. Tallying the subcategories across the top 10 confirms the mix: TV Shows (Bravo Top Chef, Last Week Tonight), Technology brands (Basecamp, Mailchimp), Activists (Monica Lewinsky), Athletes (Megan Rapinoe), Professionals (Chasten Buttigieg), Authors (Tim Ferriss), Websites (The Ringer), and News Publishers (Reason). No subcategory repeats more than twice, and Fitness — Tone It Up's own subcategory — does not appear among the top 10 neighbors at all.

That cross-kind spread is the defining feature here: the audience's shape is not defined by other fitness brands but by a broad coalition of media, tech, and public-figure audiences that happen to share the same underlying composition.

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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

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