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Discover

Discover's top 10 nearest neighbors span five distinct subcategories — a breadth that makes the set harder to characterize by a single tribe than by what it mixes together.

The shape is broad, with scores running from Indeed at 0.79 down to Live Nation at 0.72, a compressed range that reflects no single dominant pull. Indeed is the strongest signal, but it is a Technology brand, not a Finance peer. The next closest neighbor, SoFi at 0.76, is the only other Finance brand in the top 10 — making the set notably cross-kind for a Finance entity. From there, the neighbors scatter: Ramona Shelburne (Journalist, 0.74), Google Developers (Tools and Resources, 0.73), Groupon (B2B, 0.73), Microsoft Surface (Technology, 0.73), Patreon (Website, 0.72), Amazon Studios (Film Studios, 0.72), CareerBuilder (B2B, 0.72), and Live Nation (Music, 0.72). Technology and B2B brands account for four of the ten slots; Finance accounts for just one beyond Discover itself.

The cross-kind composition — job platforms, developer tools, a film studio, a music ticketer, and a journalist all clustering near a credit card brand — suggests Discover's audience is shaped less by financial interest alone and more by a broader digitally-engaged, professionally-oriented profile that overlaps with a wide range of brand categories.

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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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