In this talk, we will discuss some recent works on stability for some sharp geometric inequalities, including optimal lower bounds for higher and fractional order Sobolev inequality and Hardy-Littlewood-Sobolev inequality in Euclidean space and log-Sobolev inequality on the sphere. Stability for Caffarelli-Kohn-Nirenberg inequality will also be discussed if time permits.