Comment by thomaspaine

Markov chains have a lot of nice features you can derive from them, like convergence to a stationary distribution. It's hard to say that it's an inappropriate simplification if it happens to be pragmatic (like most simplifications).

For example PageRank can be modeled using markov chains. You can surely develop more complicated models but markov chains provide a good starting point.