Question 1

Which questions should we track first?

Accepted Answer

Monitor prompts about majors, tuition, rankings, outcomes, campus life, admissions, and school fit. Start with the questions learners and decision makers would ask before they trust a shortlist.

Question 2

What makes a useful visibility signal?

Accepted Answer

See how AI answers describe programs, reputation, cost, student experience, and career outcomes. The signal is useful when it explains why one option feels safer, clearer, or more relevant than another.

Question 3

What should we improve first?

Accepted Answer

Use gaps to strengthen program pages, admissions pages, outcome data, and comparison content. Prioritize the page that should have answered that question before the AI system filled the gap itself.

Universities & Colleges

Be present when students ask where they should apply