Amber Patrice Riley's top 10 neighbors span athletes, actors, musicians, footwear brands, sports media, and a radio channel — with no single subcategory dominating and scores compressed between 0.89 and 0.86. That tight band and mixed composition is the defining structural fact here.
The shape is flat. Steve Nash sits at the top at 0.89, followed by Kevin McHale (0.89, Actors), Rita Ora (0.88, Musicians and Bands), Shade45 (0.87, Podcasts and Radio), and Apple Music (0.87, Music). No single subcategory controls the cluster: Athletes account for one of the top 10 (Nash), Actors for one (McHale), Musicians and Bands for one (Ora), and the remaining seven span Podcasts and Radio, Music, Sports Leagues, Magazines, Sports Leagues again, Technology, and Film Studios. Riley's own subcategory — Actors — appears just once in the top 10, in McHale at position two. The neighbor set is genuinely cross-kind: basketball figures (NBA History at 0.87, SLAM at 0.87, WNBA at 0.87) sit alongside music infrastructure (Apple Music, Shade45) and consumer tech (Beats by Dre at 0.86), with Wolf Entertainment (0.86, Film Studios) rounding out the set.
The flat shape with this particular mix — sports media, music platforms, and entertainment brands all registering at nearly identical levels — points to an audience that is broadly engaged across entertainment and sports culture rather than concentrated around any single interest lane.