Liaison Highlights How Student Success Data Can Strengthen the Enrollment Funnel
BRIGHTON, MA, UNITED STATES, October 7, 2026 /EINPresswire.com/ -- Liaison has published a guide, Enrollment Funnel Optimization: How Student Success Data Helps Institutions Recruit Smarter, examining how student success data can inform recruitment strategy earlier in the enrollment funnel. It outlines how persistence, graduation, and engagement data—often siloed within student success or institutional research offices—can help enrollment teams sharpen targeting, messaging, and class shaping before students apply.
The Shift Toward a “Flipped Funnel”
Rather than evaluating success only after enrollment, the guide describes a shift toward using retention and academic momentum indicators to inform recruitment decisions from the outset. This approach, often called a “flipped funnel,” starts by identifying what drives student persistence and works backward to shape recruitment strategy accordingly.
Liaison points to specific patterns that illustrate this shift, such as engagement with advising and tutoring correlating with stronger persistence, and financial aid predictability mattering more to retention than total award amount.
Predictive Analytics and AI Strengthen Enrollment Strategy
Predictive analytics plays a central role in this shift. The guide details how institutions are using statistical modeling to base decision-making on evidence rather than assumption. Specific approaches include:
Historical pattern analysis that involves reviewing past cohort data to identify persistence and completion trends.
Persistence indicators that track academic and engagement signals linked to retention.
Predictive modeling to forecast enrollment likelihood and student outcomes.
Prescriptive analytics recommending interventions based on identified risk factors.
Success characteristic identification to pinpoint traits associated with stronger outcomes.
AI further extends this capability by helping enrollment teams scale personalization without sacrificing meaningful, individualized communication. According to Liaison, AI-supported workflows can prioritize outreach, tailor messaging based on behavior or program interest, and free staff time for higher-value conversations.
CRM Technology Turns Insights Into Action
CRM technology serves as the operational layer connecting these insights and enabling meaningful engagement. Liaison identifies several CRM capabilities that support this work, including:
Personalized outreach tailoring communication to individual student needs.
Omnichannel engagement coordinating messaging across multiple communication channels.
Automated nurturing that maintains consistent contact throughout the enrollment journey.
Application tracking that monitors student progress through the enrollment process.
Cross-functional collaboration connecting enrollment, student affairs, and institutional research.
Continuous engagement management to sustain communication beyond initial contact.
The guide closes with five questions enrollment leaders can use to evaluate their own strategy, starting with which student characteristics are most strongly associated with retention and whether current enrollment KPIs align with student success goals.
Enrollment leaders can read the full article, Enrollment Funnel Optimization: How Student Success Data Helps Institutions Recruit Smarter, and explore Liaison’s new guide, The Flipped Funnel: Rethinking Undergraduate Recruitment for Higher Retention, for a deeper look at how student success data, predictive analytics, and CRM technology work together to shape stronger, more strategic enrollment funnels.
About Liaison
Liaison is a higher education technology leader and strategic partner, supporting more than 1,500 institutions nationwide and internationally. For over 35 years, Liaison has delivered purpose-built technology and consultative expertise to help colleges and universities drive sustainable enrollment success backed by white-glove support from planning through go-live and beyond.
The Shift Toward a “Flipped Funnel”
Rather than evaluating success only after enrollment, the guide describes a shift toward using retention and academic momentum indicators to inform recruitment decisions from the outset. This approach, often called a “flipped funnel,” starts by identifying what drives student persistence and works backward to shape recruitment strategy accordingly.
Liaison points to specific patterns that illustrate this shift, such as engagement with advising and tutoring correlating with stronger persistence, and financial aid predictability mattering more to retention than total award amount.
Predictive Analytics and AI Strengthen Enrollment Strategy
Predictive analytics plays a central role in this shift. The guide details how institutions are using statistical modeling to base decision-making on evidence rather than assumption. Specific approaches include:
Historical pattern analysis that involves reviewing past cohort data to identify persistence and completion trends.
Persistence indicators that track academic and engagement signals linked to retention.
Predictive modeling to forecast enrollment likelihood and student outcomes.
Prescriptive analytics recommending interventions based on identified risk factors.
Success characteristic identification to pinpoint traits associated with stronger outcomes.
AI further extends this capability by helping enrollment teams scale personalization without sacrificing meaningful, individualized communication. According to Liaison, AI-supported workflows can prioritize outreach, tailor messaging based on behavior or program interest, and free staff time for higher-value conversations.
CRM Technology Turns Insights Into Action
CRM technology serves as the operational layer connecting these insights and enabling meaningful engagement. Liaison identifies several CRM capabilities that support this work, including:
Personalized outreach tailoring communication to individual student needs.
Omnichannel engagement coordinating messaging across multiple communication channels.
Automated nurturing that maintains consistent contact throughout the enrollment journey.
Application tracking that monitors student progress through the enrollment process.
Cross-functional collaboration connecting enrollment, student affairs, and institutional research.
Continuous engagement management to sustain communication beyond initial contact.
The guide closes with five questions enrollment leaders can use to evaluate their own strategy, starting with which student characteristics are most strongly associated with retention and whether current enrollment KPIs align with student success goals.
Enrollment leaders can read the full article, Enrollment Funnel Optimization: How Student Success Data Helps Institutions Recruit Smarter, and explore Liaison’s new guide, The Flipped Funnel: Rethinking Undergraduate Recruitment for Higher Retention, for a deeper look at how student success data, predictive analytics, and CRM technology work together to shape stronger, more strategic enrollment funnels.
About Liaison
Liaison is a higher education technology leader and strategic partner, supporting more than 1,500 institutions nationwide and internationally. For over 35 years, Liaison has delivered purpose-built technology and consultative expertise to help colleges and universities drive sustainable enrollment success backed by white-glove support from planning through go-live and beyond.
Erin Kennedy
Liaison
ekennedy@liaisonedu.com
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