The top 10 neighbors for Cody Simpson span fast-food chains, pro wrestlers, and fellow musicians — with no single neighbor pulling far ahead of the rest. Similarity scores here measure how closely two entities' audiences resemble each other in composition; the range across the top 10 runs only from 0.94 down to 0.93, a narrow band consistent with the flat shape classification.

McDonald's leads at 0.94, followed immediately by Austin Mahone (0.93) and Sheamus (0.93). That trio captures the cluster's character: restaurant brands and pro wrestling athletes sit alongside fellow musicians at nearly identical scores. Tallying the top 10 by subcategory, Athletes account for four neighbors — Sheamus, Randy Orton, Mickie James, and Jeff Hardy — all WWE-affiliated. Restaurant brands account for three: McDonald's, Subway, and Burger King. Musicians and Bands — Cody Simpson's own subcategory — contribute two neighbors: Austin Mahone and Little Mix. Pepsi (0.93, Beverages) rounds out the set.

The cross-kind composition is the defining feature here: the audience that follows Cody Simpson looks as much like a WWE audience and a fast-food brand audience as it does like a music audience, with same-subcategory neighbors in the minority at two out of ten.