Sample preparation for cryo-EM involves many complex steps that can impact results. Key aspects include sample purity and stability, grid selection, plunge freezing technique, and addressing issues like preferred orientation or interaction with air-water interfaces. Significant work is still needed to optimize methods and automate processes, but innovations are improving the ability to determine structures across a wider range of samples.