Sample compatibility is crucial because it impacts the reliability and accuracy of experimental results. Incompatible samples can lead to erroneous data, which can mislead researchers and hinder scientific progress. Ensuring compatibility helps in achieving reproducible results, which is essential for the advancement of nanotechnology.