The purposes of this paper are to introduce generalizations of the right chain ordered semigroups to the context of the right chain ordered semihypergroups. Furthermore, we present the concepts of prime, completely prime, semiprime, and completely semiprime right hyperideals of ordered semihypergroups. We also introduce the idea of associated prime right hyperideals. Moreover, we give some characterizations of prime, completely prime, semiprime, and completely semiprime right hyperideals of ordered semihypergroups. Finally, we obtain necessary and sufficient prime right hyperideal conditions to be a semiprime right hyperideal.