The Renewal Risk Scorecard: Identifying At Risk EdTech Accounts Early

By the time renewal season arrives, the outcome is largely predetermined. The accounts that will renew have been showing healthy adoption signals for months. The accounts that will churn have been showing warning signs that, in hindsight, were obvious. The question is whether you are tracking the right signals early enough to intervene.

Education technology has the highest churn rate of any B2B SaaS category, with overall EdTech churn at 13.2% annually (Inside Higher Ed, 2025). Much of this churn is preventable, but only if customer success teams can identify at risk accounts while there is still time to change the trajectory.

This scorecard provides a structured way to assess renewal risk. Use it monthly on active accounts, or quarterly at minimum. The goal is not to predict churn with certainty but to surface accounts that need proactive attention before they reach the point of no return.

How the Scorecard Works

Score each dimension from 1 to 5 based on the criteria below. A score of 5 indicates healthy adoption signals. A score of 1 indicates significant risk. Add the dimension scores for a total risk score out of 25.

Dimension 1: Usage Depth

Usage depth measures not just whether educators are logging in but whether they are engaging with the features that deliver core value. Research shows that feature adoption rate is a strong proxy for users getting value, and the use of multiple features indicates a user has moved from trying to truly adopting (Business of Apps, 2025).

• Score 5: More than 70% of licensed users are actively using core features weekly
• Score 4: 50 to 70% of licensed users are actively using core features weekly
• Score 3: 30 to 50% of licensed users are actively using core features weekly
• Score 2: 10 to 30% of licensed users are actively using core features, or usage is declining month over month
• Score 1: Fewer than 10% of licensed users are active, or usage has flatlined after onboarding

Dimension 2: Stakeholder Engagement

Strong accounts have engaged stakeholders at multiple levels. The administrator who signed the contract stays involved. Teacher leaders emerge as champions. Someone is paying attention to whether the investment is paying off. Weak accounts have gone quiet.

• Score 5: Regular contact with multiple stakeholders including administrators and teacher leaders, with proactive engagement from the customer
• Score 4: Regular contact with at least one administrator and occasional engagement from teachers
• Score 3: Contact limited to a single point person, but that person is responsive
• Score 2: Primary contact has become unresponsive or has left their role
• Score 1: No stakeholder engagement in the past 60 days despite outreach attempts

Dimension 3: Value Realization

Are educators experiencing the outcomes they expected when they purchased? This is harder to measure than usage but ultimately more important. Accounts where educators can articulate specific value are far more likely to renew than accounts with high usage but unclear impact.

• Score 5: Educators can articulate specific outcomes achieved and have shared success stories or data
• Score 4: Educators report positive experiences in feedback or surveys
• Score 3: No negative feedback, but no clear evidence of value realization either
• Score 2: Educators have expressed frustration with the product or questioned its value
• Score 1: Educators have explicitly stated the product is not meeting their needs

Dimension 4: Expansion Signals

Healthy accounts show signs of growing. Teachers ask about additional features. Administrators inquire about expanding to more schools or grade levels. Word spreads internally. Accounts that are not expanding are often quietly contracting.

• Score 5: Active expansion discussions underway or recent expansion completed
• Score 4: Interest expressed in additional features, users, or schools
• Score 3: Stable usage with no expansion signals but no contraction either
• Score 2: Requests to reduce licenses or scope of implementation
• Score 1: Actively exploring alternatives or has mentioned budget cuts affecting renewal

Dimension 5: Support and Satisfaction

Support interactions reveal a lot about account health. Accounts that use support productively and resolve issues quickly are healthier than accounts that either never contact support (often a sign of disengagement) or have unresolved frustrations.

• Score 5: Support interactions are productive and resolved quickly with positive feedback
• Score 4: Occasional support needs resolved satisfactorily
• Score 3: No support interactions (may indicate either self-sufficiency or disengagement)
• Score 2: Unresolved support issues or repeated escalations
• Score 1: Active complaints to leadership or threats to cancel

Interpreting Your Score

Add the scores from all five dimensions for a total between 5 and 25.

• Score 21 to 25: Healthy account. Focus on expansion and reference development.
• Score 16 to 20: Generally healthy with areas to monitor. Address any dimensions scoring 3 or below.
• Score 11 to 15: At risk. Requires a proactive intervention plan within 30 days.
• Score 6 to 10: High risk. Requires immediate executive level attention and recovery plan.
• Score 5: Critical. Assume non-renewal is likely and focus on learning what went wrong.

Early Warning Patterns

Beyond the overall score, certain patterns predict renewal risk even when the total score looks acceptable.

Pattern 1: Declining trajectory. An account that scored 20 three months ago and scores 15 today is higher risk than an account that has been stable at 15. Trajectory matters as much as current state.

Pattern 2: Single dimension collapse. If one dimension suddenly drops while others stay stable, investigate immediately. A champion leaving, a frustrated teacher escalating, or usage dropping off a cliff are all signals that something changed.

Pattern 3: False positives on usage. High usage with low stakeholder engagement is a warning sign. If teachers are using the product but administrators have disengaged, the renewal decision maker may not know the value being delivered.

Pattern 4: Renewal timing mismatch. If an account scores 11 to 15 and the renewal decision is happening in the next 60 days, the window for intervention is very short. Calendar awareness matters.

Building a Renewal Risk Practice

This scorecard is most valuable when used consistently over time. It connects to the measurement and iteration dimension of the EdTech Adoption Diagnostic. Teams that track leading indicators of adoption can identify at risk accounts months before renewal periods.

Score all active accounts monthly. Review accounts scoring below 16 in a weekly team meeting. Create intervention playbooks for common risk patterns. And track whether your interventions actually improve scores. The goal is to turn this from a periodic assessment into an early warning system that drives action.

What To Do Next

Two actions for this week. First, score your five largest accounts using this framework and identify which dimensions need attention. Second, look at your most recent churn. Score that account as it was 90 days before the non-renewal decision. The signals were probably there. Understanding what you missed helps you catch it earlier next time.

If your team scores accounts and finds systemic patterns of at risk accounts you are not sure how to address, that is the kind of problem I help EdTech teams solve.