How MeetYourClass Enhances Predictive Enrollment Modeling Tools
In today’s competitive enrollment landscape, most institutions rely on predictive modeling tools like EAB, Encoura, and Liaison to estimate enrollment likelihood and inform recruitment strategies. These platforms use powerful machine learning to analyze institutional data and external signals—like email clicks, web visits, campus tours, application data, demographics, and more—to predict who will enroll.
But they all share one major limitation: they’re missing the student’s actual voice throughout their decision process.
That’s where MeetYourClass (MYC) comes in.
Going Beyond Applications and Clicks: Capturing the Student Voice
MeetYourClass doesn’t replace your existing enrollment modeling platform; it makes it smarter. While traditional predictive tools rely on static, third-party, or one-dimensional engagement data, MeetYourClass captures real-time, first-person social intent from students themselves. Our platform collects self-reported enrollment signals, emotional engagement, and peer interaction data that directly reflects how students feel and what they plan to do next.
We do this by integrating with social platforms like Instagram, that students use daily, so gathering and understanding enrollment intent data isn’t reliant on students coming back to a university website or using an admitted student app that may only be checked a few times a month.
Like Getting the Recruiter’s Notes—Automatically
Qualitative data is often just as, if not more, important than quantitative data in predicting enrollment. Enrollment recruiters are on the front lines, building relationships and gathering the kind of soft signals that don't always make it into a database. A recruiter might spend 20 minutes with a student at a college fair or on a phone call, jotting down notes like “also considering Penn State and Syracuse” and “not sure about going out-of-state.” These personal, conversational insights are incredibly valuable—but also time-consuming to collect and nearly impossible to scale.
MeetYourClass acts as a digital extension of those conversations.
Through the platform, students naturally share their thoughts, preferences, comparisons, and concerns in a social environment—information they’re often more comfortable expressing among peers than directly to an institution. MYC turns those unstructured expressions of interest, doubt, and excitement into structured data that feeds directly into the institutional CRM.
It’s like getting the recruiter’s notes—without having to have the conversation.
This saves staff countless hours of manual documentation while surfacing more consistent, candid insights across the entire funnel. It also reduces bias and inconsistency between recruiters, allowing institutions to apply the same level of intelligence and nuance at scale.
Enhancing Existing Predictive Models with Real-Time Social Intent
This live social intent data layer that MeetYourClass creates and organizes is a critical enhancement to any predictive system. Schools can cross-reference predictions from existing tools with real-time MeetYourClass data to sharpen their forecasts, validate assumptions, and identify early signs of melt or disengagement. For example, if a student is predicted to enroll by your CRM or modeling partner but reports low excitement on MeetYourClass, higher interest in another institution, or indicates doubts in our exit survey, that’s a signal to act—fast.
By layering MeetYourClass’s insights on top of your existing analytics, institutions can:
Segment students more effectively based on emotional readiness and intent
Improve outreach timing to align with real decision moments
Respond quickly to melt indicators with personalized intervention
In short, MeetYourClass turns predictive modeling into actionable intelligence by adding the human layer—the “why” behind the “what.” For institutions already using AI-driven tools, it’s not about starting over. It’s about leveling up.
Smarter, Faster, More Human Enrollment Strategies
In a world where speed and personalization win, MeetYourClass gives enrollment leaders the edge they need. By enriching predictive models with social intent and by transforming qualitative signals into usable CRM data, MeetYourClass bridges the gap between insight and action—so institutions can meet students where they are, when it matters most.
