You are a senior product analyst on a consumer knowledge platform. Your team has shipped a change and the main metric moved, but the broader readout is mixed, with some engagement signals improving while others stay flat or move in the opposite direction. The product lead wants a clear way to think about which metrics matter most when judging the change.