Introduction
The trade-off question at hand is whether Underdog Fantasy should prioritize adding more niche sports to increase its user base or focus on optimizing existing popular leagues for better user retention. This scenario involves balancing growth through expansion versus deepening engagement with current offerings. I'll approach this analysis by examining the product context, potential impacts, key metrics, and experimental design to arrive at a data-driven recommendation.
I'd like to outline my approach to ensure we're aligned on the structure and focus areas of this analysis.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Helps determine if we need to focus more on acquisition or retention Expected answer: Moderate growth, but slowing in recent quarters Impact on approach: Strong growth would lean towards retention focus, while slowing growth might prioritize new sport additions
Why it matters: Informs whether new sports or optimizing existing ones would have a larger revenue impact Expected answer: Primarily commission-based, with some advertising revenue Impact on approach: Multiple revenue streams might favor diversification into new sports
Why it matters: Indicates potential for niche sports to drive meaningful engagement Expected answer: Major sports have higher engagement, but some niche sports show promising metrics Impact on approach: Strong niche engagement would support expansion strategy
Why it matters: Assesses feasibility and resource requirements for adding new sports Expected answer: Moderate effort required, but existing infrastructure can support expansion Impact on approach: Easy integration would favor adding new sports, while high complexity might prioritize optimization
Why it matters: Determines if we can pursue both strategies simultaneously or must choose Expected answer: Limited resources require prioritization of one strategy Impact on approach: Balanced resources might allow for a hybrid strategy, while limited resources force a clear choice
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