Introduction
Improving Substack's discovery system to help readers find new writers and publications they might enjoy is a critical challenge for the platform's growth and user engagement. As we dive into this product improvement case, we'll explore various aspects of the current system, identify pain points, and propose innovative solutions to enhance the discovery experience for Substack users.
Step 1
Clarifying Questions (5 mins)
Why it matters: This information will help us understand the baseline for user engagement and the effectiveness of the current discovery system. Expected answer: Users spend an average of 15 minutes per session, discovering 1-2 new writers per month. Impact on approach: Low discovery rates would indicate a need for more aggressive recommendation algorithms and UI changes.
Why it matters: The depth and breadth of content categories directly impact the discovery process. Expected answer: Substack has broad categories with some subcategories, but navigation between them is limited. Impact on approach: A more refined categorization system might be necessary to improve discovery accuracy.
Why it matters: This balance is crucial for both reader satisfaction and platform growth. Expected answer: The system currently favors established writers with larger followings. Impact on approach: We might need to adjust the algorithm to give more visibility to promising new writers.
Why it matters: The depth and quality of user data significantly impact the effectiveness of personalized recommendations. Expected answer: Substack uses basic data like reading history and newsletter subscriptions. Impact on approach: We might need to implement more sophisticated data collection and analysis methods to improve personalization.
At this point, you can ask interviewer to take a 1-minute break to organize your thoughts before diving into the next step.
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