Traditional SEO still matters, but it no longer tells the whole story. As AI-powered search, answer engines, and generative platforms reshape how buyers discover suppliers, industrial leaders need to understand the infrastructure driving visibility behind the scenes. This article unpacks the rise of SEO, AEO, and GEO, and explains why structured data, entity clarity, and machine-readable content are becoming essential to staying discoverable in the emerging agentic web.