Common challenges in enterprise SEO include managing large-scale websites, staying updated with evolving technology, coordinating efforts across teams, and ensuring consistent optimization across multiple locations. These challenges can be overcome through regular audits, adopting scalable SEO solutions, effective project management, and fostering collaboration among stakeholders.