It has been reported that the PI3K/AKT signaling pathway plays a key role in the pathogenesis of ischemic stroke. As a result, the development of drugs targeting the PI3K/AKT signaling pathway has attracted increasing attention from researchers. This article reviews the pathological mechanisms and advancements in research related to the signaling pathways in ischemic stroke, with a focus on the PI3K/AKT signaling pathway. The key findings include the following: (1) The complex pathological mechanisms of ischemic stroke can be categorized into five major types: excitatory amino acid toxicity, Ca 2+ overload, inflammatory response, oxidative stress, and apoptosis. (2) The PI3K/AKT-mediated signaling pathway is closely associated with the occurrence and progression of ischemic stroke, which primarily involves the NF-κB, NRF2, BCL-2, mTOR, and endothelial NOS signaling pathways. (3) Natural products, including flavonoids, quinones, alkaloids, phenylpropanoids, phenols, terpenoids, and iridoids, show great potential as candidate substances for the development of innovative anti-stroke medications. (4) Recently, novel therapeutic techniques, such as electroacupuncture and mesenchymal stem cell therapy, have demonstrated the potential to improve stroke outcomes by activating the PI3K/AKT signaling pathway, providing new possibilities for the treatment and rehabilitation of patients with ischemic stroke. Future investigations should focus on the direct regulatory mechanisms of drugs targeting the PI3K/AKT signaling pathway and their clinical translation to develop innovative treatment strategies for ischemic stroke.