Emily Osment's top 10 nearest neighbors are dominated by musicians and bands — six of the ten — with the remaining four spread across game developers, athletes, a TV show, and a tech personality. Not one fellow actor appears in the top 10.

The shape is flat: scores run from 0.92 down to 0.89 with no single neighbor pulling sharply ahead. The six musicians cluster around former One Direction members — Niall Horan (0.92), Louis Tomlinson (0.91), and Liam Payne (0.90) — alongside Bridgit Mendler (0.91) and two members of 5 Seconds of Summer, Michael Clifford (0.90) and Calum Hood (0.90). These are pop acts with young, digitally active fan bases, and their audience shape closely mirrors Osment's. The non-musician neighbors — Epic Games Store (0.90), Steve Austin (0.90), SpongeBob (0.89), and Markiplier (0.89) — span gaming, wrestling, animation, and gaming content creation, pointing to a broad youth-skewing audience rather than a narrowly defined one.

The cross-kind pattern here is the defining structural fact: an actor whose nearest audience shapes belong almost entirely to musicians and digital entertainment properties, with no actors in the top 10 at all.