EducationDynamics’ 2026 benchmarks show AI‑powered search is reshaping how prospective students research and apply to colleges. The report finds 78% of education queries now return Google AI Overviews, often deprioritizing direct institutional content. The rise of stealth applicants and compressed decision timelines means colleges can lose prospective students before traditional recruitment engages them. >State education initiatives are responding in parallel: Utah released a Portrait of an AI‑Infused Educator and Learner to guide K‑12 and higher‑ed alignment on AI literacy, data privacy and classroom use. The state frames the guidance as a human‑centered blueprint to keep educators and students in control of AI tools. >Enrollment leaders should treat AI as a strategic communications and content problem: institutions must ensure authoritative content is AI‑discoverable and build frictionless, rapid admissions processes. The shift also raises questions about digital literacy for counselors and faculty advising students through AI‑shaped pathways.