Survivor's top 10 nearest neighbors span four subcategories with no single dominant type — the mix itself is the finding. The set includes three TV Shows, three Athletes, two Actors, one TV Personality, and one Podcasts and Radio entry, spread across a narrow similarity band from 0.85 to 0.89.

Deadliest Catch leads at 0.89, the only neighbor to clear that threshold. Below it, Gary Sinise (0.88) and Patricia Heaton (0.86) represent the Actors subcategory, while Danica Patrick (0.87) and Brad Keselowski (0.86) anchor an Athletes cluster that points strongly toward motorsport. Last Man Standing (0.87) and Howie Mandel (0.86) round out the broadcast-TV and TV Personality presence, with Motor Racing Network (0.86) the lone non-television media channel in the set. Jeff Probst (0.86) — Survivor's own host — appears at position nine, the only neighbor directly tied to the show itself. The cross-kind character here is notable: Survivor's audience shape aligns as closely with NASCAR-adjacent athletes and legacy broadcast actors as it does with other reality competition programming.

The flat distribution across this top 10 suggests an audience that is broadly mainstream rather than tightly clustered around any single genre or personality type.