The present disclosure provides personal care compositions comprising a surfactant system that includes an anionic surfactant, a zwitterionic or amphoteric surfactant and optionally a non-ionic surfactant; a preservative system; a pH modifier; optionally a moisturizer or a skin conditioner or both a moisturizer and a skin conditioner; and a viscosity adjusting system, wherein the viscosity adjusting system comprises glyceryl oleate and at least one additional viscosity adjusting agent. Use of the viscosity adjusting system can achieve viscosity levels that would otherwise not be possible by either agent alone, and allows for higher maximum viscosity levels while at the same time providing an emolliency to the formulation.