We investigate a kinetic version of point-set embeddability. Given a plane graph G(V, E) where |V | = n, and a set P of n moving points where the trajectory of each point is an algebraic function of constant maximum degree s, we maintain a point-set embedding of G on P with at most three bends per edge during the motion. This requires reassigning the mapping of vertices to points from time to time. Our kinetic algorithm uses linear size, O(n log n) preprocessing time, and processes O(n 2 β2s+2(n) log n) events, each in O(log 2 n) time. Here, βs(n) = λs(n)/n is an extremely slow-growing function and λs(n) is the maximum length of Davenport-Schinzel sequences of order s on n symbols.