The top 10 neighbors for French Montana are overwhelmingly fellow musicians — eight of the ten carry the Musicians and Bands subcategory — with two hip-hop media properties rounding out a tightly composed cluster. Similarity here measures how closely two entities' audiences resemble each other in composition; scores across the top 10 span just 0.992 to 0.984, a narrow band consistent with the flat shape classification.

DJ Khaled leads at 0.99, followed by Chris Brown (0.99) and 50 Cent (0.99), with Meek Mill (0.99) and Soulja Boy (0.99) close behind. Ciara (0.99), Bow Wow (0.98), and Christina Milian (0.98) extend the musician cluster. The two non-musician entries — XXL Magazine (0.99) and HotNewHipHop (0.99) — are both hip-hop media properties, a Magazines title and a Website respectively, which sit at positions five and eight without disrupting the dominant pattern.

The flat shape and the near-uniform subcategory composition together indicate an audience that maps tightly onto a single scene rather than bridging across genres or entertainment categories.