A pharmaceutical composition for external use which is an organogel containing a fatty acid ester and a glycerolglycerin fatty acid ester, in particular, a novel transdermally absorbable pharmaceutical composition for external use which has a drug such as non-narcotic analgesics as an active ingredient made in organogel form containing a drug such as non-narcotic analgesics as an active ingredient, a fatty acid ester and a glycerolglycerin fatty acid ester, and a method for producing the composition. The pharmaceutical composition significantly improves skin permeability of drugs such as non-narcotic analgesics and allows a sufficient amount of drug to permeate the skin sustainably. Moreover, since the pharmaceutical composition is in organogel form, it can be easily applied to a preparation in practice. In addition, the pharmaceutical composition can provide efficient use and the like of drugs due to a high drug release rate and therefore is highly useful.