We describe the generalized Kuranishi spaces of solvmanifolds with leftinvariant complex structures. By using such description, we study the stability of left-invariantness of deformed generalized complex structures and smoothness of generalized Kuranishi spaces on certain classes of solvmanifolds. We also give explicit finite dimensional cohcain complexes which computes the holomorphic Poisson cohomology of nilmanifolds and solvmanifolds.2010 Mathematics Subject Classification. Primary:17B30, 32G05, 53D18, 58H15, 32M10.