Logan's top 10 neighbors span superhero franchises, fictional characters, film studios, and pop musicians — with no single neighbor pulling far ahead of the rest. Similarity here measures how closely two entities' audiences resemble each other in composition; the scores across Logan's top 10 compress into a narrow band from 0.87 to 0.92, the defining feature of a flat shape.

The nearest neighbor is X-Men Movies at 0.92, the only other entry in Logan's own subcategory — Movie Franchises — to crack the top three. From there, the cluster diversifies quickly: DC Comics (0.90) and The Suicide Squad (0.90) represent comic-book entertainment brands, while Iron Man (0.89), Doctor Strange (0.88), and Captain America (0.88) are all Fictional Characters — Marvel properties whose audiences track closely with Logan's despite belonging to a different subcategory. DreamWorks Animation (0.88) is the first Film Studio to appear, followed by Ant-Man (0.88, Movie Franchises), Marvel Entertainment (0.87, Entertainment), and The Avengers (0.87, Movie Franchises). Tallying the subcategories: four Movie Franchises, three Fictional Characters, one Film Studio, and one Entertainment brand make up the ten — a mix dominated by superhero IP across multiple subcategory types rather than by any single kind.

The flat shape, with its tight score band and mixed subcategory composition, points to an audience that is broadly embedded in superhero and comic-book media culture rather than anchored to any one corner of it.