Introduction
TripleLift's programmatic direct deals are experiencing a 20% lower fill rate compared to the previous quarter, indicating a significant performance issue that requires 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 and long-term implications for the business.
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Helps identify if this is an industry-wide trend or specific to certain sectors. Expected answer: Variation across verticals. Impact on approach: If consistent, focus on internal factors; if varied, investigate vertical-specific issues.
Why it matters: Identifies potential internal causes for the fill rate drop. Expected answer: Some product changes implemented. Impact on approach: If yes, focus on recent changes; if no, look at external factors or gradual shifts.
Why it matters: Helps understand if external market forces are impacting our performance. Expected answer: Some changes in competitor landscape. Impact on approach: If yes, focus on market positioning; if no, look more closely at internal factors.
Why it matters: Ensures we're comparing apples to apples and not dealing with a data anomaly. Expected answer: No changes in measurement. Impact on approach: If changed, investigate data discrepancies; if consistent, focus on performance factors.
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