Introduction
The trade-off between acquiring new users and increasing purchase frequency of existing customers is a critical decision for Tokopedia's growth strategy. This scenario involves balancing short-term gains with long-term sustainability in the competitive e-commerce landscape. I'll analyze this trade-off by examining key metrics, designing experiments, and providing a data-driven recommendation.
Analysis Approach
I'd like to outline my approach to ensure we're aligned on the structure and depth of the analysis I'm about to present.
Step 1
Clarifying Questions (3 minutes)
- Why it matters: Understanding the economics of user acquisition vs. retention informs resource allocation.
- Hypothetical answer: CAC is $20, LTV is $100.
- Impact: If CAC is high relative to LTV, focusing on existing customers might be more cost-effective.
- Why it matters: Helps gauge the potential for increasing purchase frequency.
- Hypothetical answer: 60% retention rate, 3 purchases per year on average.
- Impact: Low retention or purchase frequency suggests room for improvement with existing customers.
- Why it matters: Indicates the balance and importance of each customer segment.
- Hypothetical answer: 30% from new customers, 70% from existing customers.
- Impact: If existing customers contribute significantly more, focusing on them might yield quicker results.
- Why it matters: Strategic initiatives might necessitate a focus on new user acquisition.
- Hypothetical answer: Planning to expand to a new geographic market in 6 months.
- Impact: Expansion plans might prioritize new user acquisition in the short term.
- Why it matters: Indicates the potential for new user growth vs. existing customer development.
- Hypothetical answer: 70% market penetration in primary urban areas.
- Impact: High saturation might suggest focusing on existing customers for growth.
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