The top 10 neighbors for Chandler Riggs span actors, reality TV stars, a beauty brand, and a TV show — a mixed cluster with no single dominant pull and scores compressed between 0.97 and 0.92.

The shape is flat: Melissa McBride leads at 0.97, followed closely by Emily Kinney at 0.97 and Norman Reedus at 0.96 — all actors. Jeffrey Dean Morgan sits at 0.96, also an actor. That's four actors in the top five, which is consistent with Riggs's own subcategory. But the cluster doesn't stay there. IPSY, a beauty brand, appears at 0.95 — the only brand in the top 10 and a cross-kind entry that sits above several fellow actors. Duane Dog Chapman (0.94) and Tyler Baltierra (0.94) are both reality TV stars, joined by Jensen Ackles (0.94) and Jared Padalecki (0.93) as actors, and Catelynn Baltierra (0.93) as a third reality TV star. The final tally across the top 10: five actors, three reality TV stars, one beauty brand, and no TV shows — a mix that crosses scripted drama, unscripted cable, and consumer brands without settling into any single cluster.

The narrow score band and subcategory spread together suggest an audience that is broadly mainstream in its TV consumption rather than tightly organized around any one genre or personality type.