The present study identified that oleuropein selectively inhibited ERβ-mediated endometriosis driving cellular pathways (such as proliferation, anti-apoptosis, and inflammation) to suppress endometriosis progression without reproductive toxicity. The gene discussed is ESR2; the disease is endometriosis.