π Overview
This project explores a 5-year marketing strategy simulation for a fictional fitness tracker brand, ExerciseMinder, using real-world frameworks like RACE and SeeβThinkβDoβCare. The goal: optimize customer acquisition, retention, and ROMI across digital channels using A/B testing, regression analysis, and campaign iteration.
- A/B testing revealed value-driven messaging outperforms short-term discounting for retention.
- Email and branded search consistently delivered the highest ROI.
- Regression analysis uncovered underperforming channels (e.g., TV) and improved spend allocation.
- Lifetime value (CLV) doubled over time by shifting from high-churn acquisition to loyalty campaigns.
- π§ββοΈ Customer Base: Grown from 2M to 3.97M
- π° Cumulative Revenue: $900M+
- π ROMI: Improved from 1.42 β 2.7 β 3.5 peak
- Regression analysis
- A/B testing
- Customer segmentation
- Attribution modeling
- Channel performance metrics