Using Markov Chains in digital customer journey

I have data of each page visited by a customer in a session, my objective is to find out the most optimal path where we see the maximum conversion rate. My idea Is to use Markov Chain to identify that and probably use a mixture of Markov models to avoid bias towards any set of customers. Please let me know in case I am heading in the wrong direction.