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Product Management Analytics Question: Diagram showing declining video streaming metrics and potential causes

A metric for a video streaming service dropped by 80%. What do you do?

Product Success Metrics Medium Member-only
Data Analysis Problem-Solving Strategic Thinking Entertainment Technology Media
User Engagement Product Analytics Streaming Services Metric Analysis Data-Driven Decision Making

Introduction

When a metric for a video streaming service drops by 80%, it's a critical situation that demands immediate attention and a structured approach. To address this product success metrics problem effectively, I'll follow a simple framework that covers core metrics, supporting indicators, and risk factors while considering all key stakeholders.

I'll start by examining the product context, then define our goals and North Star Metric. From there, we'll dive into supporting metrics, guardrail metrics, and potential trade-offs. Finally, we'll discuss counter metrics and strategic initiatives to address the issue.

Framework Overview

I'll follow a simple success metrics framework covering product context, success metrics hierarchy, and strategic initiatives to address the significant metric drop.

Step 1

Product Context (5 minutes)

Our video streaming service is a digital platform that allows users to watch movies, TV shows, and original content on-demand across various devices. Key stakeholders include:

  1. Users: Seeking entertainment and value for their subscription
  2. Content creators: Looking for audience reach and revenue
  3. Advertisers: Aiming for targeted ad placements (if applicable)
  4. Investors: Expecting growth and profitability

The user flow typically involves browsing content, selecting a title, and streaming the video. Users can also create watchlists, receive personalized recommendations, and manage their accounts.

This service fits into the company's broader strategy of becoming a leading entertainment provider in the digital age. We compete with other major streaming platforms by offering a mix of licensed content and original productions.

In terms of product lifecycle, we're likely in the growth or maturity stage, depending on market penetration and competition intensity.

Software-specific context:

  • Platform: Cloud-based infrastructure with CDN for content delivery
  • Integration points: Payment systems, content management, analytics tools
  • Deployment model: Continuous deployment with feature flags for A/B testing

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