Introduction
The sudden increase in cancellation rates for WW International's Unlimited Workshops membership plan is a critical issue that demands immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term and long-term implications for the business.
I'll approach this problem by first clarifying key details, ruling out external factors, and then diving deep into the product, user journey, and metrics. From there, I'll form data-driven hypotheses, conduct root cause analysis, and propose validation methods and solutions.
Framework overview
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Seasonal patterns could indicate external factors rather than product issues. Expected answer: The increase started in the last 2-3 months, which doesn't align with typical seasonal patterns. Impact on approach: If seasonal, we'd focus on retention strategies during specific periods.
Why it matters: Identifying affected segments helps narrow down potential causes. Expected answer: New members (0-3 months) are cancelling at a higher rate than long-term members. Impact on approach: We'd focus on onboarding and early engagement if new members are primarily affected.
Why it matters: Recent changes could directly impact user satisfaction and retention. Expected answer: A new mobile app was launched 4 months ago, changing how workshops are accessed. Impact on approach: We'd investigate the app's usability and its impact on the workshop experience.
Why it matters: External competitive pressures could be driving cancellations. Expected answer: A major competitor launched a lower-priced, digital-only plan 2 months ago. Impact on approach: We'd need to reassess our value proposition and pricing strategy.
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