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Product Management Root Cause Analysis Question: Investigating sudden decrease in GoodRx Gold subscription renewals
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Nextsprints

Updated Jan 22, 2025

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Asked at GoodRx

15 mins

What caused the sudden 30% decrease in GoodRx Gold subscription renewals over the last week?

Data Analysis Problem Solving Strategic Thinking Healthcare Technology Subscription Services Pharmacy Benefits
Data Analysis Root Cause Analysis User Behavior Healthcare Tech Subscription Retention

Introduction

The sudden 30% decrease in GoodRx Gold subscription renewals over the last week is a critical issue that demands immediate attention. As we analyze this product challenge, we'll follow a systematic framework to identify, validate, and address the root cause while considering both immediate and long-term implications.

Our approach will involve a thorough examination of the subscription renewal process, potential technical issues, user behavior changes, and external factors that could be influencing this metric. We'll set a clear agenda to guide our investigation, starting with clarifying questions to establish context, followed by a deep dive into data analysis, hypothesis formation, and ultimately, a comprehensive resolution plan.

Framework overview

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

Step 1

Clarifying Questions (3 minutes)

  • Looking at the timing, I'm thinking there might be a recent change in the product or marketing strategy. Has there been any significant update to the GoodRx Gold subscription offering or pricing in the past month?

Why it matters: Recent changes could directly impact user perception and renewal decisions. Expected answer: Yes, there was a price increase or feature change. Impact on approach: If confirmed, we'd focus on user communication and value proposition alignment.

  • Considering the subscription model, I'm curious about the renewal cycle. What's the typical subscription length for GoodRx Gold, and how does the 30% decrease align with the usual renewal patterns?

Why it matters: Understanding the renewal cycle helps identify if this is an anomaly or part of a larger trend. Expected answer: Monthly or annual subscriptions with consistent renewal rates until now. Impact on approach: If it's a sudden change in a stable pattern, we'd look for recent triggers or system issues.

  • Given the specificity of the 30% figure, I'm wondering about our data accuracy. Have there been any changes to our analytics or reporting systems in the past month?

Why it matters: Ensures we're not chasing a phantom problem due to data discrepancies. Expected answer: No recent changes to analytics systems. Impact on approach: If there were changes, we'd first validate the data before diving deeper into user behavior.

  • Considering potential external factors, has there been any significant competitor activity or market changes in the prescription discount space recently?

Why it matters: External market forces could be driving user behavior changes. Expected answer: No major competitor launches, but possibly some new marketing campaigns. Impact on approach: If confirmed, we'd analyze our competitive positioning and value proposition.

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