Engagement Decay
Turn learner activity and course progress into engagement-risk scores and lists of students who may need support.
Application
Drop-off Alert
Use lesson progress and completion records to find where learners stop, with drop-off severity and stalled-learner lists.
For Course creators, education operators, and online learning teams.
What you provide
- Course and lesson identifiers for the cohort being reviewed
- Lesson-level progress, completion, and time-spent records
- Student progress and stalled-learner context available through the customer workflow
What you get back
- Specific lesson or course step with the highest learner drop-off
- Drop-off severity, average time spent, and likely friction or content-difficulty diagnosis
- Stalled learner and progress views that help the team decide where to review next
Example workflow
How a team might use it
An online course team reviews a cohort after launch and sees completion falling after module three. Drop-off Alert identifies the exact lesson with the steepest exit rate, shows learners spending too long before leaving, and gives the team a focused remediation queue: revise that lesson, add an explanation, then watch the next cohort before changing the rest of the course.
Connect to your workflow
Use REST/JSON to send inputs and retrieve results from your application. Read-only MCP is available for supported services. Your team reviews the results and controls actions in its own systems.
More in this bundle
Quiz Grader
Score written quiz responses against a rubric and get criterion-level grades, feedback drafts, and cohort summaries for instructor review.