Chlorogenic acid exhibits a preventative capacity against osteoporosis in ovariectomized rats via the SHP2/PI3K/Akt pathway, bolstering bone mineral density (BMD) and rectifying trabecular microarchitecture. Here, AKT1 is linked to osteoporosis.