Orbit Books' top 10 nearest neighbors span actors, authors, podcasts, and a TV show — with no single entity pulling far ahead of the rest. Similarity scores run from 0.69 down to 0.65 across the set, a narrow band that defines the flat shape.
Tor Books is the closest neighbor at 0.69 and the only other book publisher in the top 10. From there, the cluster shifts almost entirely away from Orbit's own subcategory: five of the remaining nine neighbors are actors — Lauren Graham (0.68), Patrick Stewart (0.67), Melissa McCarthy (0.66), Ed Helms (0.65), and Hugh Laurie (0.65). Two neighbors are authors: J.K. Rowling (0.67) and George R.R. Martin (0.65). The remaining two are a TV show — British Bake Off (0.66) — and a podcast, Stuff You Should Know (0.66).
The dominant subcategory in the top 10 is actors, not book publishers or authors, which means the audience shape Orbit Books shares most broadly is one built around screen talent rather than literary figures. The two authors present — Rowling and Martin — are both associated with large-scale fantasy and adaptation, suggesting the overlap is less about reading broadly and more about a specific entertainment-oriented readership.
The flat distribution across these varied subcategories points to an audience with wide cultural engagement rather than a tightly defined literary niche.