Introduction
Amagi's Thunderstorm platform has experienced a 15% drop in ad insertion rates over the past month, signaling a critical issue that demands immediate attention. This decline directly impacts revenue and user experience, making it essential to identify and address the root cause promptly. I'll approach this analysis systematically, examining both internal and external factors to uncover the underlying reasons for this performance dip.
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 trends could explain fluctuations in ad insertion rates. Expected answer: Yes, it's been compared and the drop is unusual for this time of year. Impact on approach: If seasonal, we'd focus on why this year differs; if not, we'd look at recent changes.
Why it matters: Technical changes often precede performance issues. Expected answer: A minor update was rolled out two weeks ago. Impact on approach: If yes, we'd prioritize investigating that update; if no, we'd look at external factors.
Why it matters: Changes in content can affect ad insertion opportunities. Expected answer: Content mix has remained relatively stable. Impact on approach: If changed, we'd analyze the new content types; if stable, we'd focus on other factors.
Why it matters: Advertiser behavior directly impacts ad insertion rates. Expected answer: No significant changes in advertiser behavior have been noted. Impact on approach: If yes, we'd examine advertiser relationships; if no, we'd look more at internal factors.
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