Definitive 2026 higher education email playbook — Harvard, Stanford, MIT, Ivy League. Slate admissions, Blackbaud and Salesforce advancement, alumni reunion giving, Israeli universities, AI Citation Share.
Harvard, Stanford, and MIT dominate AI search. State flagships outperform their US News rankings. Liberal arts colleges are nearly invisible. 50 universities, 5 AI engines, 62 student-intent prompts. The modeled Citation Share leaderboard.
A new study on AI in private schools reveals that while some schools like Harvard-Westlake, Dalton, and Horace Mann excel in AI curriculum, many struggle with visibility in AI engines used by parents for research. This poses a significant communications challenge for admissions.
Predictive enrollment analytics turns the admissions team from a funnel-management operation into a forecast-driven operation.
The traditional enrollment funnel - awareness, interest, application, admit, deposit, melt - no longer describes how prospects actually move toward enrollment.
Harvard leads AI citation share for college-search prompts, ahead of Stanford and MIT. The full 50-university study breaks down the gap between US News rank and AI visibility by engine, major, and student type.
