Popple - AI Learning Progress Visualizer
A product case study exploring fragmented online learning behavior and designing a unified system to visualize skill growth across multiple learning platforms.
PRODUCT Context
Concept Product - EdTech System Design
(TIMELINE)
4 weeks
(challenges)
No unified system to track overall learning progress
Platform-specific progress indicators fail to show total growth
Manual tracking requires high effort and is rarely sustained
Users lose motivation due to unclear progress visibility
(SOLUTION)
Popple was designed as a central learning progress system that aggregates learning activities and visualizes skill development.
Core principles:
Unified learning activity aggregation
Skill-based progress visualization
Minimal user effort through automated + manual tracking
Centralized learning dashboard
Continuous progress insights
The product focuses on visibility of growth rather than content delivery.
(result)
80%
Avg User Satisfaction
60%
Users don't track progress
68%
Users reported learning across multiple platforms
