The ability to observe intact proteins by native mass spectrometry allows measurements of size, oligomeric state, numbers and types of ligands and post translational modifications bound, among many other characteristics. These studies have the potential to, and in some cases are, advancing our understanding of the role of structure in protein biology and biochemistry. However, there are some long-unresolved questions about to what extent solution-like structures persist without solvent in the vacuum of the mass spectrometer. Strong evidence from multiple sources over the years has demonstrated that well-folded proteins maintain native-like states if care is taken during sample preparation, ionization, and transmission through the gas phase. For partially unfolded states, dynamic and disordered proteins, and other important landmarks along the protein folding/unfolding pathway, caution has been urged in the interpretation of the results of native ion mobility/mass spectrometric data. New gas-phase tools allow us to provide insight into these questions with labeling reactions delivered through ion/ion chemistry. This Young Scientist Perspective demonstrates the robustness of these tools in describing native-like structure as well as possible deviations from native-like structure during native ion mobility/mass spectrometry. This Perspective illustrates some of the changes in structure produced by the removal of solvent and details some of the challenges and potential of the field.