harvard.edu received a GEO score of 62/100, placing it in the Emerging tier for AI search visibility. The site performs well on AI bot access and citability signals and technical foundations. Key improvement areas include brand authority (Wikipedia/Wikidata presence, social linking) and AI platform readiness (Bing Copilot, IndexNow, Perplexity, AI Overviews).