Question 1

Which questions should we track first?

Accepted Answer

Monitor prompts about best courses, certificates, skills, pricing, formats, instructors, and alternatives. 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 course quality, career value, skill depth, price, and learner fit. 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 course pages, outcome proof, pricing pages, and comparison content. Prioritize the page that should have answered that question before the AI system filled the gap itself.

Online Course Platforms

Be visible when learners ask what course to take next