The top 10 neighbors span six distinct subcategories — no single kind dominates, and the scores compress into a tight band from 0.96 down to 0.91 — a textbook broad shape with no single standout pulling away from the pack.
Travis Scott (0.96) and The Weeknd (0.96) sit at the top, both Musicians and Bands, and are the only two neighbors that share Doja Cat's own subcategory in the top 10. The remaining eight cross into other kinds entirely. Zendaya (0.93) is an Actor; SHOWTIME Boxing (0.93) is an Entertainment brand; Bryson Tiller (0.92) returns to Musicians and Bands; Crunchyroll (0.92) is an Entertainment Platform; Drake (0.92) is a fellow musician; Kim Kardashian (0.92) is a Reality TV Star; VIZ (0.91) is an Entertainment brand; and Iggy Azalea (0.91) rounds out the set as a musician. That gives five Musicians and Bands, two Entertainment brands, one Actor, one Reality TV Star, and one Entertainment Platform across the top 10 — a genuinely mixed composition rather than a genre cluster.
The presence of SHOWTIME Boxing and Crunchyroll at scores above 0.92 is the structural surprise: two non-music, non-celebrity brands whose audiences are shaped closely enough to Doja Cat's to rank among her ten nearest neighbors, sitting alongside musicians and a reality TV figure at nearly identical scores.
This broad, cross-kind shape indicates an audience that does not sort neatly by genre or medium — it overlaps with music, anime, boxing, and reality TV at roughly equal intensity.