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Manny MUA's top 10 neighbors are a dense mix of beauty brands and beauty-adjacent influencers — no single neighbor dominates, and the scores compress into a narrow band from 0.96 down to 0.91.
The shape is flat: Morphe leads at 0.96, followed closely by ColourPop Cosmetics at 0.95 and NikkieTutorials at 0.95. Jeffree Star (0.94) and James Charles (0.93) continue the run. Tallying subcategories across the top 10: five are Beauty brands (Morphe, ColourPop, Anastasia Beverly Hills, Jaclyn Hill — wait, correcting: Jaclyn Hill is Lifestyle), and the non-brand neighbors span Models, Lifestyle, Comedians, and Artists. Specifically: four neighbors are Beauty brands (Morphe, ColourPop, Anastasia Beverly Hills at 0.92, and Kylie Cosmetics at 0.91); three are Celebrities classified as Models or Lifestyle (NikkieTutorials, Jeffree Star, James Charles, Jaclyn Hill); one is a Comedian (Liza Koshy, 0.92); and one is an Artist (Kat Von D, 0.92). Manny MUA's own subcategory is Authors — and Tati Westbrook is the only other Author in the top 10, appearing just outside at 0.88 in the broader set but not in the strict top 10. No neighbor in the top 10 shares the Authors subcategory.
The flat distribution across beauty brands and beauty-world personalities indicates an audience defined tightly by the cosmetics content space, with no single gravitational pull strong enough to distinguish itself from the rest.
