The top 10 neighbors for 500px span five distinct subcategories — Technology brands, Film Studios, Musicians and Bands, Actors, and a Lifestyle influencer — with no single cluster dominating and scores compressed into a narrow band from 0.74 to 0.79.

The shape is flat: Canon USA Imaging leads at 0.79, followed by Brian Hazard (0.78, Musicians and Bands) and Adobe Photoshop (0.76, Technology). From there, Dimension Films (0.76) and Warner Bros. (0.75) enter as Film Studios, joined by Lionsgate (0.74) and Sony Pictures (0.74) — making Film Studios the most represented subcategory in the top 10 with four entries. Technology accounts for two neighbors (Canon USA Imaging and Adobe Photoshop), while Ali Spagnola (0.76, Lifestyle), Leonardo DiCaprio (0.74, Actors), and Heineken US (0.74, Alcohol) round out a set with no clear thematic spine. Notably, no other Website — 500px's own subcategory — appears in the top 10. The cross-kind character here is the finding: a photography platform whose nearest audiences are shaped by film studios and entertainment brands rather than peer platforms or photography tools.

The flat distribution across subcategories suggests 500px draws a broadly entertainment-oriented audience with no single adjacent community pulling harder than the others.