The soluble epoxide hydrolase (sEH) is an enzyme located downstream of the CYP 450 branch of the arachidonic acid cascade and can be linked to a number of indications, including cardiovascular disorders, diabetes and inflammatory processes. Numerous inhibitors (sEHI) have been reported, mostly based on urea or amide scaffolds. The search for valid bioisosteric replacements is an ongoing challenge in the discovery of sEHI. We developed a receptor-based pharmacophore model on the basis of 13 crystal structures of the sEH and performed a virtual screening for novel compounds. The virtual screening hits were verified in vitro proving the basic applicability of the model and leading to novel non-urea sEHI.