See how courses and institutions appear in AI research
Prospective students use AI assistants to explore subjects, compare courses, understand entry routes, and narrow locations. Mentsight lets education teams review a selected set of those answers with every mention and returned citation attached.
Why AI visibility matters for higher education
Institution-level visibility can hide the decisions that matter to an applicant. Subject, qualification, study mode, career goal, location, entry profile, support need, and international status can produce very different shortlists.
The answer may also quote an outdated course page or rely on a league table, forum, careers site, or third-party directory. A dated record makes those sources inspectable without treating an AI answer as authoritative admissions guidance.
Questions prospective students ask
The right prompt set depends on your market and website. These examples show the level of specificity to aim for; you review and edit the real questions before a report runs.
- Best UK conversion master's courses for data science
- Part-time psychology degrees with evening teaching in London
- Universities known for marine biology fieldwork
- Which courses prepare graduates for a career in UX research?
- Compare foundation-year routes into mechanical engineering
- Affordable UK universities for international postgraduate students
What the report helps you inspect
Course discovery
Track subject, level, format, entry route, and career-led questions rather than the institution name alone.
Audience and location
Separate domestic, international, undergraduate, postgraduate, commuter, and part-time needs.
Alternative institutions
See which universities, colleges, courses, and training routes appear in the same answer.
Information sources
Inspect citations to course pages alongside official data, rankings, careers sources, and student discussions.
Every result stays tied to a dated prompt and answer. Mentsight records a numeric position only when the response explicitly orders the businesses it names.
Sources you may see in the answer
A citation is evidence about what informed an answer, not proof that the source caused a mention. Depending on the question, returned links may include:
- course, department, entry, fee, and student-support pages
- official admissions and qualification guidance
- sector data, rankings, and professional bodies
- careers resources and student discussions
Mentsight labels links to your own domain separately, while keeping external sources available for review.
A sensible first report
Start with one recruitment priority: a subject, level, and audience. Approve questions from early exploration through direct comparison, and route any factual mismatch to the course, admissions, international, or compliance owner who can verify it.
Each approved question is sampled five times per included assistant. That makes variation visible, but the report remains a snapshot of those questions and runs—not a complete measure of the market.
Higher education AI visibility FAQs
Can Mentsight track individual courses?
Yes. Questions can focus on a subject, course type, level, study mode, location, audience, or career outcome that prospective students genuinely research.
Does an AI position replace a university ranking?
No. A position only records the order in one explicitly ordered AI answer. It is not a league table, quality assessment, or prediction of student choice.
Can outdated course information be identified?
A report can reveal wording or citations worth checking, but the institution must verify accuracy against its current course catalogue and official admissions information.