Playground →
Mari Smith's top 10 neighbors span five distinct subcategories — Professionals, Tech Personalities, Authors, Education, and Technology — with no single type dominating the set. That mixed composition, compressed into a narrow similarity band from 0.97 down to 0.94, is the defining structural feature here.
The shape is flat: scores are tightly clustered, and no single neighbor pulls significantly ahead of the rest. Jeff Bullas leads at 0.97, followed closely by the American Management Association at 0.97 and Warren Whitlock at 0.96. Ann Handley (0.95) and Kim Garst (0.95) round out the top five. The spread across those five is less than two hundredths of a point.
Three of the top 10 share Mari Smith's own subcategory — Professionals — with Kim Garst, Jeff Bullas, and Jeffrey Hayzlett all landing in that bucket. But the set also pulls in two Tech Personalities (Warren Whitlock and Larry Kim), one Author (Ann Handley), one Education organization (American Management Association), and one Technology brand (Hootsuite). The presence of Marriott International (0.94) — a hotel brand — alongside social media tools and marketing professionals is the most structurally unexpected entry in the set.
The flat, cross-kind composition suggests an audience that is broadly professional and digitally active rather than tightly organized around any single content niche.
