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WHOOP

WHOOP's top 10 neighbors span fashion brands, women's apparel, business authors, a medical professional, a fitness gym, and a fellow fitness brand — a mix that resists any single-category label.

The shape is flat: scores run from Lululemon at 0.91 down to Evereve at 0.88, a range of just three points across ten neighbors. No single entity pulls away from the pack. Tallying the subcategories across the top 10 reveals a cross-kind cluster: Authors dominate with four entries — Adam Grant (0.90), Daniel Pink (0.89), James Clear (0.89), and Brené Brown (0.89) — alongside two Womens Apparel brands (Anthropologie at 0.90, Evereve at 0.88), one Fashion brand (Lululemon), one Outdoor and Athletic Apparel brand (Athleta at 0.89), one Professionals entry (Scott Gottlieb, MD at 0.89), and one Magazines entry (Morning Brew at 0.90). Only one neighbor — Peloton at 0.88 — shares WHOOP's own Fitness subcategory, making it the lone same-kind match in the top 10.

The dominant pattern is a cross-kind audience: the people who follow WHOOP look most like the people who follow business and self-improvement authors and upscale apparel brands, not other fitness hardware companies.

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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."

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