We analyze the seed handle’s content, audience signals and engagement patterns. Semantic AI parses topics, titles and hashtags. We then rank creators whose audience demographics, behavior, themes, ER and growth mirror the seed. Results prioritize similar reach, verified audience fit and engagement quality.