Introduction
The sudden increase in Messenger Business response time to 10 minutes is a critical issue that demands immediate attention. This metric directly impacts user satisfaction and the effectiveness of our business communication platform. I'll approach this problem systematically, focusing on identifying the root cause, validating hypotheses, and developing both short-term fixes 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: Pinpoints the timeframe for investigation. Expected answer: Within the last week or month. Impact on approach: Narrows down potential causes to recent changes.
Why it matters: Helps identify if it's a systemic issue or specific to certain segments. Expected answer: Varies across segments. Impact on approach: May lead to focusing on specific user groups or system components.
Why it matters: Ensures we're not dealing with a measurement issue. Expected answer: No recent changes to metric calculation. Impact on approach: If changed, we'd need to investigate the measurement system first.
Why it matters: Could directly point to a cause if timing aligns. Expected answer: Possibly a recent update or feature release. Impact on approach: Would focus investigation on recent changes and their impact.
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