Why has Wemakeprice's daily deal conversion rate dropped by 15% over the past month?

Introduction

Wemakeprice's 15% drop in daily deal conversion rate over the past month is a critical issue that demands immediate attention. As we analyze this product challenge, we'll employ a systematic framework to identify, validate, and address the root cause while considering both short-term fixes and long-term strategic implications.

I'll approach this problem by first clarifying the context, then ruling out external factors before diving deep into the product ecosystem, user journey, and metric breakdown. We'll generate data-driven hypotheses, conduct root cause analysis, and propose validation methods and solutions. Throughout this process, we'll prioritize actionable insights and maintain a holistic view of the product landscape.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be seasonal factors at play. Has there been any significant change in user behavior or purchasing patterns compared to the same period last year?

Why it matters: Seasonal trends could explain the conversion rate drop and help us differentiate between cyclical and systemic issues. Expected answer: No significant seasonal changes observed. Impact on approach: If seasonal factors are ruled out, we'll focus more on recent changes or internal factors.

• Considering the specificity of the 15% drop, I'm curious about our measurement accuracy. Have there been any changes to our analytics setup or how we calculate the conversion rate in the past month?

Why it matters: Ensures we're addressing a real issue and not a data anomaly. Expected answer: No changes to analytics or calculation methods. Impact on approach: If confirmed, we'll focus on actual performance issues rather than measurement discrepancies.

• Given the nature of daily deals, I'm wondering about our inventory and deal quality. Has there been any shift in the types or quality of deals we've been offering in the past month?

Why it matters: Deal quality directly impacts conversion rates and could explain the sudden drop. Expected answer: No significant changes in deal quality or types. Impact on approach: If deal quality is consistent, we'll investigate other aspects of the user experience or technical issues.

• Considering potential technical issues, have we implemented any significant platform updates or changes to the checkout process in the last month?

Why it matters: Technical changes can have unintended consequences on user behavior and conversion rates. Expected answer: A minor update to the checkout process was implemented three weeks ago. Impact on approach: This could be a key lead for our investigation, focusing on the impact of recent technical changes.