Introduction
Salsify's Product Experience Management (PXM) platform has experienced a 15% drop in new user activations over the past month, signaling a critical issue that demands immediate attention. To address this problem, 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)
Why it matters: Seasonal fluctuations could explain the drop without indicating a deeper problem. Expected answer: No significant seasonal pattern observed in previous years. Impact on approach: If seasonal, we'd focus on anticipating and mitigating annual dips.
Why it matters: Different segments may require tailored solutions. Expected answer: The drop is more pronounced in the SMB segment. Impact on approach: We'd prioritize investigating SMB-specific factors and potentially develop segment-specific strategies.
Why it matters: Recent changes could directly impact new user activations. Expected answer: A minor update to the onboarding flow was implemented 6 weeks ago. Impact on approach: We'd closely examine the impact of this change on user behavior and activation rates.
Why it matters: Changes in lead quality could affect activation rates downstream. Expected answer: Marketing efforts have been consistent, but there's been a recent focus on a new market segment. Impact on approach: We'd investigate the alignment between marketing messaging and product experience for this new segment.
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