Dr. David Samadi's ten nearest neighbors are TV personalities, journalists, and political figures — not other professionals. The top 10 cluster tightly between 0.94 and 0.96, the hallmark of a flat shape: no single neighbor dominates, and the band is narrow enough that the composition of the set matters more than any individual score.

TV personalities form the largest subcategory block, with Greg Gutfeld (0.96), Tucker Carlson (0.96), Jesse Watters (0.95), and Kennedy (0.95) all placing in the top seven. Journalists account for two more slots — Katie Pavlich (0.96) and Andrea Tantaros (0.94) — while the remaining three positions go to a government official (Jenna Ellis, 0.95), a podcaster (Mark R. Levin, 0.95), and a politician (Mike Pompeo, 0.94). James Woods (0.94), the lone actor in the set, rounds out the ten. No other Professionals appear in the top 10, meaning the audience shape here is defined almost entirely by conservative media and political figures rather than by the center entity's own professional category.

The flat, tightly-banded structure suggests an audience whose composition is shaped by a specific media ecosystem rather than by any single anchor figure within it.