Be the program AI recommends to future students
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 Track those comparisons weekly, correct outdated tuition and admissions info, and benchmark against the institutions you compete with.
The answers your applicants read before they apply
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
The exact answer, with last year's tuition in it
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 Every answer is archived in full with your institution highlighted, so when a model quotes a closed deadline or outdated tuition, you have the wording, the model and the date.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.
- Wrong fees and deadlines caught in the wording
- Dated record for every model and cycle
- A concrete page to fix, per claim
Sentiment Tracking
A cooling tone shows up before applications drop
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.
- Tone per model, trended across the cycle
- Dips visible before decision season
- Every score backed by a real mention
Share of Voice
Which institutions split the shortlist with you
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.
- Your share of "best program" answers, weekly
- Rival schools ranked as they gain or fade
- The ranking sites building the shortlist
Why Education Teams Choose LLM Pulse
Enrollment decisions now start with a question to ChatGPT, not a campus visit.
Track Program-Level Prompts
Monitor prompts like "best online MBA in Europe" or "top coding bootcamps" for every program you run.
Compare Against Other Institutions
Share of voice shows which universities, schools or platforms AI names alongside yours, and how often.
Catch Outdated Tuition and Admissions Info
Read the full answers, spot stale fees or deadlines, and trace them back to the pages AI cited.
Know Which Sources AI Trusts
Ranking sites, student forums and your own pages all feed the answer. Citation analysis ranks them by how often they get cited.
Measure Student Trust
Sentiment tracking shows whether AI describes your institution positively and how that changes over time.
Fix the Content AI Reads
GEO Writer and content recommendations turn citation gaps into concrete page updates for your team.
How It Works
From first prompt to enrollment insight in four steps.
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1
Add your programs and prompts
Set up prompts per program and market. AI prompt suggestions and prompt research fill the gaps you did not think of.
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2
Track answers weekly
Every plan runs your prompts across 5 AI models each week and stores the full answers.
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3
Find what AI reads
Citation sources analysis shows which ranking sites, forums and pages shape what AI says about you.
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4
Correct and improve
Update the cited pages, publish what is missing with GEO Writer, and check the next run for movement.
Built for Education Use Cases
Where education teams put LLM Pulse to work.
Universities and business schools
Track degree and MBA comparison prompts across every market you recruit from.
Edtech and course platforms
Own "best platform to learn" prompts and watch which competitors AI names instead.
International recruitment
Run the same prompts across countries to see where your name carries and where it does not.
Language academies
Monitor city-level prompts like "best English school near me" and the local pages AI cites.
"LLM Pulse has allowed us to better organize our work and prioritize the actions that matter most. It gives us much greater clarity when implementing new ideas, and it makes reporting far easier, with metrics that were previously complex and difficult to obtain. Today it is part of how we plan and measure our visibility in AI search."
Frequently Asked Questions
Common questions from universities, business schools and edtech companies.
Explore the features behind this solution
Go deeper on AI search
AI Search Data Studies
Research on how AI models answer comparison questions across industries.
Read moreFree AI Visibility Report
Get a first snapshot of how AI models see your institution.
Read moreSentiment Tracking
How LLM Pulse scores the tone of every AI mention of your brand.
Read moreWhat does AI tell your next applicant?
Start a 14-day free trial and see how AI answers the questions your applicants ask.
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