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Business 2 Community

The top 10 neighbors for Business 2 Community span B2B brands, marketing websites, and professional influencers — a tightly mixed cluster with no single dominant pull and scores compressed between 0.96 and 0.92.

Similarity here measures how closely two entities' audiences resemble each other in composition. The shape is flat: Marketo leads at 0.96, but the gap to the tenth neighbor is narrow, and no single entity or subcategory breaks away from the pack. Ann Handley (0.93), Marketing Land (0.93), HubSpot (0.93), and GrowthHackers (0.92) all sit within a few hundredths of each other. Tallying the subcategories across the top 10: four are Websites (Marketing Land, GrowthHackers, Social Media Examiner, Social Media Today), three are B2B brands (Marketo, Marketing Cloud, Moz), one is a Technology brand (HubSpot), one is an Author (Ann Handley), and one is a Tech Personality (Guy Kawasaki). The center entity's own subcategory — Websites — is the most represented in the top 10, but B2B software brands and marketing-adjacent influencers fill out the rest, making this a cross-kind cluster rather than a purely same-kind one.

The flat, compressed shape indicates an audience that is broadly at home across the professional marketing and B2B technology ecosystem, without a single anchor pulling harder than the rest.

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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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