A hundred likes from a hundred strangers is not the same event as one quote from someone your audience already follows. Weighted Engagement scores each interaction by who performed it — their influence, their cluster, the kind of action — and reports a single number against the raw baseline. The gap between the two is the difference between how much engagement a post got and how much it was worth.