The top 10 neighbors for shopDisney span five distinct subcategories — and only three of them have any obvious connection to a retail merchandise store.

The shape is broad: seven of the ten neighbors score above 0.80, and the scores descend gradually rather than dropping off after a single dominant match. Disney leads at 0.93, followed by Disney Music at 0.85, Walt Disney Studios at 0.85, and Disney+ at 0.84. Those four are all Disney-family brands — Entertainment, Music, Film Studios, and Entertainment Platforms respectively — and they form the core of the cluster. Disney Parks (0.82) and Disney Animation (0.80) extend that core further.

The more structurally interesting finding is what fills positions seven through ten. Pixar (0.80) is a Film Studios brand, still within the Disney orbit. But then the list opens up: Robert Downey Jr. (0.78, Actors), The Suicide Squad (0.78, Movie Franchises), and the Las Vegas Raiders (0.78, Sports Teams). None of those three share shopDisney's Entertainment subcategory, and the Raiders in particular represent a cross-category pull — an NFL franchise whose audience composition nonetheless mirrors shopDisney's closely enough to rank in the top ten. No other Sports Teams or Actors appear in the top 10, making those entries the clearest signal of how far the audience shape extends beyond the Disney ecosystem.

The broad shape here reflects an audience that coheres around the Disney franchise universe at its core, but whose composition overlaps with superhero film fandom and, at the edges, mainstream sports and action-entertainment audiences.