FourthRayBeauty's top 10 neighbors span beauty brands, makeup influencers, a comedian, and a reality TV personality — with no single neighbor pulling far ahead of the rest, and scores compressed between 0.94 and 0.90.

The shape is flat: similarity scores run from Morphe at 0.94 down to Ulta Beauty at 0.90, a range of just four points across ten neighbors. Tallying subcategories across the top 10 reveals a split between Beauty brands and Celebrities and Influencers. On the brand side: Morphe (0.94), Kylie Cosmetics (0.93), ColourPop Cosmetics (0.92), Anastasia Beverly Hills (0.92), and Ulta Beauty (0.90) — all Beauty subcategory. On the influencer side: Jeffree Star (0.93) and James Charles (0.93), both classified as Models; NikkieTutorials (0.93) and Jaclyn Hill (0.91), both Lifestyle; and Liza Koshy (0.93), a Comedian. The presence of Liza Koshy — whose subcategory has no direct connection to beauty — at 0.93 is the one cross-kind note in an otherwise tightly beauty-oriented cluster. Shane Dawson (0.90, Reality TV Stars) rounds out the ten, reinforcing that the audience shape extends slightly into entertainment-adjacent influencer territory.

The overall picture is an audience defined by the beauty-influencer ecosystem of the mid-to-late 2010s, with no single neighbor dominating and no meaningful gap between the closest and tenth-closest match.