The top 10 neighbors for Victoria Justice span five distinct subcategories — Musicians and Bands, Actors, TV Shows, TV Personalities, and Reality TV Stars — with scores compressed into a narrow band from 0.97 down to 0.95, the defining signature of a flat shape.
The mix is predominantly fellow Celebrities and Influencers, but the subcategory split is telling. Four of the ten neighbors are Musicians and Bands: Demi Lovato (0.96), Avril Lavigne (0.96), Selena Gomez (0.96), and Cher Lloyd (0.96). Three are Actors: Miranda Cosgrove (0.97), Jennette McCurdy (0.95), and Ashley Tisdale (0.95) — all three sharing Victoria Justice's own subcategory. The remaining three positions go to iCarly (0.95), a TV Show; Kylie Jenner (0.95), a TV Personality; and Christina Aguilera (0.95), another Musician and Band. No single neighbor pulls away from the pack — Miranda Cosgrove leads at 0.97, but the gap to tenth place is only 0.02 points.
What the flat shape reveals is an audience that distributes evenly across early-2010s youth entertainment — actors from children's television, pop musicians from the same era, and the TV properties that housed them — without concentrating around any single figure or format.