Olivine-structured lithium ion phosphate (LiFePO 4 ) is one of the most competitive candidates of energydriven cathode material for sustainable lithium ion battery (LIB) systems. However, the high electrochemical performance is significantly limited by the slow diffusivity of Li-ion in LiFePO 4 (ca. 10 -10 14 cm 2 ·s -1 ) together with the low electronic conductivity (ca. 10 -9 S·cm -1 ), which is the big challenge we are currently facing. To resolve the challenge, many efforts have been directed to dynamics of lithiation/delithiation process in Li x FePO 4 (0≤x≤1), mechanism of electrochemical modification, and synthetic reaction process, which are all crucial for the development of high electrochemical performance for LiFePO 4 material. In this review, in order to reflect the recent progress ranging from very 15 fundamentals to practical applications, we specifically focus on mechanism studies of LiFePO 4 including lithiation/delithiation process, electrochemical modification and synthetic reaction. Firstly, we highlight Li-ion diffusion pathway in Li x FePO 4 and phase translation of Li x FePO 4 . Then we summarize the modification mechanism of LiFePO 4 with high-rated capability, excellent low-temperatured performance and high energy density. Finally, we discuss synthetic reaction mechanism of high-temperatured 20 carbothermal reaction route and low-temperatured hydrothermal/solvothermal reaction route.