public data only, no login. Your browser resolves the handle, reads up to 300 recent posts and their likers, and keeps this session's results locally.

likescore is not follower count, raw popularity, friendship, or a measure of human worth. It measures one narrow thing: the concentration, streak, and reciprocity of who repeatedly hits the like button on whose posts, recursively weighted by how prestigious the likers themselves are. A high score means "consistently liked by accounts that are themselves consistently liked" — nothing about quality, kindness, or being a good person. Scanning more accounts expands the graph, and expanding the graph can move every score and rank, including ones that weren't just rescanned — see the math below.