A Markov chain is a mathematical model describing transitions between states, in which the next step depends only on the current one, not on the whole earlier history. In marketing it is used in attribution to calculate each channel’s genuine contribution to conversion. Unlike simple rules, such as last click, it shows how much you actually lose when a given channel is removed from the path. (Compare: Attribution Model, RBA)