The AI Search Readiness Scorecard for Higher Ed
Assess What Matters for Student Discovery and Enrollment

AI search readiness is the ability to track and understand the metrics shaping AI search optimization, identify where to focus first, and improve the .edu content and signals influencing AI answers. The goal is to build a consistent system for measuring and benchmarking those metrics, then use what you learn to reinforce your institution’s presence in today’s AI-powered enrollment landscape.

Use this brief to assess readiness across six key AI search metrics and identify gaps in how performance is measured, understood, and optimized for AI search. Beyond assessment, the goal is stronger collaboration between marketing, enrollment, and web teams so that your institution remains discoverable and competitive as student search behavior changes.

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