Introduction
The sudden decrease in average time spent on CRED's investment platform from 10 minutes to 5 minutes per session over the past month is a concerning trend that requires immediate attention. This significant drop could impact user engagement, investment activity, and ultimately, the platform's revenue. I'll approach this issue systematically, focusing on identifying the root cause, validating hypotheses, and developing both short-term and long-term 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: Recent changes could directly impact user behavior. Expected answer: Yes, we launched a new UI two weeks ago. Impact on approach: If confirmed, I'd focus on UI/UX-related hypotheses.
Why it matters: Helps identify if it's a global issue or specific to certain users. Expected answer: Premium users seem less affected than others. Impact on approach: I'd investigate features specific to non-premium users.
Why it matters: Ensures we're not dealing with a data anomaly. Expected answer: No changes in calculation methods. Impact on approach: If confirmed, I'd focus on actual user behavior changes.
Why it matters: External factors could explain the change in user engagement. Expected answer: No major market disruptions, but a competitor launched a new feature. Impact on approach: I'd consider how competitor actions might influence our users.
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