Introduction
The recent 25% decrease in average time spent on Airtable's iOS mobile app over the past two weeks is a concerning trend that requires immediate attention. To address this issue, 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: Recent updates can introduce bugs or UI changes affecting user engagement. Expected answer: Yes, there was an update two weeks ago. Impact on approach: If confirmed, we'd focus on changes introduced in that update.
Why it matters: Helps identify if the issue is global or specific to certain user types. Expected answer: The decrease is more pronounced among power users. Impact on approach: We'd investigate features commonly used by power users.
Why it matters: Technical issues can significantly impact user engagement. Expected answer: Crash rates have increased slightly in the past two weeks. Impact on approach: We'd prioritize investigating technical stability issues.
Why it matters: External factors could influence user behavior independently of app changes. Expected answer: No major changes in competition or marketing. Impact on approach: We'd focus more on internal factors if external influences are ruled out.
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