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The top 10 neighbors for McKinsey Global Institute span three distinct subcategories — B2B brands, Tech Personalities, and business-focused magazines and websites — with scores compressed into a narrow band from 0.96 to 0.98, the defining signature of a flat shape.
The three closest neighbors are all B2B brands: McKinsey & Company at 0.98, Bain & Company at 0.98, and Boston Consulting Group at 0.98. These are the same subcategory as McKinsey Global Institute itself, so the top of the cluster is firmly same-kind. The pattern shifts immediately after: Marc Andreessen (Tech Personalities, 0.98) and CB Insights (B2B, 0.97) sit nearly as close, followed by VentureBeat (Magazines, 0.97), Recode (Websites, 0.97), McKinsey Quarterly (Magazines, 0.97), MIT Technology Review (Magazines, 0.96), and Marissa Mayer (Professionals, 0.96). Tallying the top 10: four B2B brands, three magazines, one website, one Tech Personality, and one Professional. No single subcategory dominates beyond the first three positions.
The score compression — less than 0.02 separates first from tenth — means there is no structural outlier pulling the audience in one direction. The mix of management consultancies, tech-media publications, and individual tech and business figures describes an audience that moves fluidly across professional strategy content, regardless of whether it arrives as a firm, a publication, or a named individual.
