AI visibility requires ongoing monitoring: model-generated answers evolve as new content and external mentions appear. It is essential to regularly check the accuracy of interpretations, update core pages, and strengthen content structure. This continuous cycle turns AI presence into a manageable asset, rather than a random by-product of growth.