We look at how the behaviour of geodesics dictates the geometry of asymptotically conic spaces. We study the properties of the X-ray transform for asymptotically Euclidean or conic Riemannian metrics and show its injectivity. We also discuss how conjugate points play a role in determining the structure of such geometries. Joint with Guillarmou, Mazzucchelli, Lassas.