The Attractor and the Well

📰 Medium · Machine Learning

Learn why platform retention models often fail and how the future of retention might look, and why it matters for businesses and users alike

intermediate Published 13 Apr 2026

Action Steps

Read the full article on Medium to understand the concept of the attractor and the well in platform retention
Analyze the current retention models used in your own products or services and identify potential areas for improvement
Research alternative approaches to retention that prioritize user needs and experiences
Apply user-centered design principles to develop more effective retention strategies
Test and iterate on new retention models using data-driven insights and user feedback

Who Needs to Know This

Product managers and data scientists on a team can benefit from understanding the limitations of current retention models and exploring new approaches to improve user engagement and retention

Key Insight

💡 Current platform retention models often fail because they prioritize platform goals over user needs, and a more user-centered approach is needed for long-term success