Abstract: Systems and methods are provided for identifying candidate seeds for a grower. An example computer-implemented method includes identifying multiple seeds for a grower suitable to be selected for planting in a growing space associated with the grower, and accessing data from a data server including seed data representative of each of the multiple seeds. The method also includes identifying candidate seeds from the multiple seeds for the grower, based on a model specific to the grower, wherein the model is trained on historical selections of the candidate seeds by the grower and/or at least one other grower in a region of said grower, independent of historical performance of the candidate seeds in the growing space. The method then includes outputting the identified candidate seeds to the grower and including, based on a selection by the grower, at least one seed from the identified candidate seeds in the growing space.