Students and parents ask AI which program is worth it before they ever fill in a form. Track those comparisons weekly, correct outdated tuition and admissions info, and benchmark against the institutions you compete with.
Admissions and marketing teams use these views to catch a wrong fee, a cooling tone or a lost shortlist spot before the cycle closes.
Answer Archive
An applicant who reads a wrong fee in ChatGPT rarely emails to check. Every answer is archived in full with your institution highlighted, so when a model quotes a closed deadline or outdated tuition, you have the wording, the model and the date. Your web team gets a page to fix instead of a rumor to chase.
Sentiment Tracking
A program's visibility can hold while the way models describe it slides, and by the time that reaches yield numbers the intake is gone. Sentiment is scored on every mention and trended per model, so a dip appears months before decision season and gives admissions time to respond.
Share of Voice
When an applicant asks for the best online MBA, a handful of schools share that answer. This view names them, ranks them and shows your slice moving week by week through the recruitment cycle. The ranking sites and student forums cited underneath are where the next place on that shortlist gets earned.
Enrollment decisions now start with a question to ChatGPT, not a campus visit.
Monitor prompts like "best online MBA in Europe" or "top coding bootcamps" for every program you run.
Share of voice shows which universities, schools or platforms AI names alongside yours, and how often.
Read the full answers, spot stale fees or deadlines, and trace them back to the pages AI cited.
Ranking sites, student forums and your own pages all feed the answer. Citation analysis ranks them by how often they get cited.
Sentiment tracking shows whether AI describes your institution positively and how that changes over time.
GEO Writer and content recommendations turn citation gaps into concrete page updates for your team.
From first prompt to enrollment insight in four steps.
Set up prompts per program and market. AI prompt suggestions and prompt research fill the gaps you did not think of.
Every plan runs your prompts across 5 AI models each week and stores the full answers.
Citation sources analysis shows which ranking sites, forums and pages shape what AI says about you.
Update the cited pages, publish what is missing with GEO Writer, and check the next run for movement.
Where education teams put LLM Pulse to work.
Track degree and MBA comparison prompts across every market you recruit from.
Own "best platform to learn" prompts and watch which competitors AI names instead.
Run the same prompts across countries to see where your name carries and where it does not.
Monitor city-level prompts like "best English school near me" and the local pages AI cites.
"LLM Pulse is an essential tool for anyone needing to track visibility in LLMs. The platform works seamlessly, and the team is highly professional and responsive. It brings much-needed light and structure to the often unpredictable context of AI visibility. Highly recommended."
Common questions from universities, business schools and edtech companies.
Research on how AI models answer comparison questions across industries.
Read moreGet a first snapshot of how AI models see your institution.
Read moreHow LLM Pulse scores the tone of every AI mention of your brand.
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