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Product Management Root Cause Analysis Question: Investigating edX's sudden drop in organic search enrollments

Asked at edX

15 mins

Why has the number of new course enrollments from organic search traffic on edX fallen 30% in the past two weeks?

Data Analysis Problem-Solving SEO Knowledge E-learning Education Technology Online Education
User Acquisition Root Cause Analysis Traffic Analysis SEO Strategy E-Learning Platforms

Introduction

The recent 30% drop in new course enrollments from organic search traffic on edX over the past two weeks is a critical issue that demands immediate attention. This significant decline in a key performance metric could have far-reaching implications for edX's growth and market position. To address this challenge, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both short-term fixes and long-term strategic implications.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.

Step 1

Clarifying Questions (3 minutes)

  • Given the sudden drop, I'm wondering about recent changes. Have there been any significant updates to the edX platform or course offerings in the past month?

Why it matters: Recent changes could directly impact search visibility or user behavior. Expected answer: Yes, a new UI was rolled out two weeks ago. Impact on approach: If confirmed, we'd focus on UI-related hypotheses and user experience analysis.

  • Considering the specificity to organic search, I'm curious about search engine algorithm updates. Has there been any notable change in our search engine rankings or visibility recently?

Why it matters: Search algorithm changes can dramatically affect organic traffic. Expected answer: No major known algorithm updates, but rankings have dropped for some key terms. Impact on approach: We'd prioritize SEO-related hypotheses and competitor analysis.

  • Looking at the user journey, I'm thinking about potential changes in user behavior. Has there been any shift in the conversion rate from organic search visits to course enrollment?

Why it matters: This helps distinguish between traffic issues and conversion problems. Expected answer: Conversion rates have remained stable. Impact on approach: We'd focus more on traffic acquisition rather than on-site conversion optimization.

  • Considering the broader context, I'm wondering about seasonal patterns. Is this 30% drop unusual compared to historical data for this time of year?

Why it matters: Helps differentiate between cyclical patterns and genuine problems. Expected answer: This drop is significantly larger than typical seasonal variations. Impact on approach: We'd rule out seasonality and focus on recent changes or external factors.

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