The paper considers application of the multinomial logit model for estimation of the customer demand for a product in the market. Customer demand depends on the price and distance from a customer to a market actor. We examine the players' competitive behaviour in the market using Nash equilibrium. Computational modeling with multinomial logit analysis is presented.