Visual data from imaging provides unparalleled clarity on how adhesive components interact internally, enabling precise formulation control across varying operational scenarios. In contrast to conventional tests that yield generalized results, methods like SEM, CLSM, and X-ray microtomography enable scientists to visualize component distribution, pore development, bond interfaces, and phase instability