This chapter discusses sample-related experimental issues and artifacts that can affect X-ray absorption spectroscopy (XAS) measurements. It focuses on three main topics: self-absorption effects, sample inhomogeneities and thickness effects, and other distortions such as Bragg peaks and standing-wave effects. The text provides an overview of various experimental issues that can corrupt XAS measurements and discusses approaches to mitigate or correct these artifacts.