You and I are members of the Netflix PM team. We've observed that approximately 1 million users have not logged into the platform to view content, even though their subscriptions and payments remain active. What steps should we take to investigate this issue?

This question places you in a hypothetical situation that requires you to evaluate a complicated scenario and propose practical next steps. The interviewer aims to gauge your analytical thinking, problem-solving skills, and understanding of user engagement metrics. Important aspects to cover include: pinpointing relevant data points for analysis, determining the framework for your investigation, recommending a method for data analysis, and suggesting actions based on the possible outcomes.

Understanding user behavior is crucial in product management. In this situation, there could be several reasons why users are not interacting with Netflix content even though they have active subscriptions. A thorough investigation of various factors is necessary. User Data Analysis : We should conduct a detailed analysis of user behavior. Are they new users? Have they been active in the past but have recently lapsed? What subscription plan are they on? Geographical Analysis : Are these users located in a specific region? If so, this might suggest a localized issue, such as problems with subtitles or the relevance of available content. Device Insights : Understanding the devices these users utilize could provide valuable information. If a significant number are using a certain device, it may indicate a compatibility issue. Usage Patterns : Analyze login behaviors. Are these users only active during certain times of the year? Customer Support : Review any tickets or complaints submitted by these users, as they may shed light on the underlying issues. Following the analysis, we can suggest strategies to engage these users, such as sending email notifications or in-app messages about new or relevant content, offering discounts or promotions, or enhancing the onboarding process for new users.

To address this problem, we should begin by collecting relevant data to determine if there are any shared traits among these users. This can be achieved by conducting a segmentation analysis based on various criteria: Demographics : Comparing the inactive user group with factors such as age, gender, occupation, etc. Behavioral Patterns : Are these users consistently inactive, or do they display intermittent activity? Package Purchased : Do these users belong to a specific subscription level that may not be perceived as valuable? Moreover, we could carry out user surveys or interviews to gain a deeper understanding of the reasons behind their inactivity. Once we have gathered enough data and insights, we can begin to develop strategies. For instance, if users are not logging in due to a lack of engaging content, we might concentrate on improving our content targeting algorithm or regularly inform them about new releases. If inactivity stems from a technical problem, we would collaborate with our tech team to address it.