The ten nearest neighbors to U.S. Soccer WNT span a notably wide range of subcategories — soccer athletes, a TV channel, a podcast, and a TV personality — yet they cluster within a tight similarity band from 0.91 to 0.95, the defining characteristic of a flat shape.

Similarity here measures how closely two entities' audience compositions resemble each other. U.S. Soccer MNT sits at the top (0.95), the only other Sports Team in the top 10. Below it, five Athletes follow in close succession: Alexi Lalas (0.94), Abby Wambach (0.94), Taylor Twellman (0.93), Clint Dempsey (0.93), and Tim Howard (0.93) — all soccer figures, all tightly grouped. The remaining four neighbors diversify the subcategory mix without breaking the band: NBC Sports Soccer (0.92, TV Channel), Katie Nolan (0.91, TV Personality), Carli Lloyd (0.91, Athlete), and Men in Blazers (0.91, Podcasts and Radio). That last entry — a soccer-focused podcast — rounds out a top 10 that is almost entirely composed of soccer athletes and soccer media, with no standout outlier pulling the shape in any other direction.

The flat structure here reflects an audience defined tightly around a single sport and its media ecosystem, with no single neighbor dominating and no cross-sport or cross-category intrusion in the top 10.