The Grassmannian formalism of KP hierarchies is used to study geometric nets of orthogonal type and their subclass of Egorov nets. Efficient dressing methods for Cauchy propagators are provided which lead to wide families of explicit nets. Frobenius manifolds and solutions to the Witten-Dijkgraff-Verlinde-Verlinde associativity equations are also constructed.