Customer Pain Point
A fast-growing e-commerce advertising company continuously increased its marketing budget during its expansion phase. However, overall conversion rates declined despite higher spending.
Data was fragmented across multiple advertising platforms, with inconsistent metrics and limited visibility into the true customer journey. The company struggled to determine whether each dollar spent was generating real value, and growth momentum began to slow
How we solved the problem?
Customer Behavior Analysis
We integrated multi-platform data to map the full customer journey and found that existing customer profiles were unclear, making it difficult to target high-value users accurately.
Customer Segmentation & Profiling
Based on metrics such as average order value, LTV, and retention, we redefined core loyal customers and shifted the focus from traffic volume to high-value customer acquisition.
Operational Recommendations
We identified low-ROI channels, optimized budget allocation, and implemented automated dashboards, enabling management to monitor campaign performance in real time.
Cost Optimization Strategies
By eliminating low-conversion traffic and reallocating budget to high-LTV segments, marketing efficiency and ROI were significantly improved.
Result
- 10% Cost Reduction: Optimized marketing budget structure by eliminating low-conversion traffic.
- 15% Conversion Rate Increase: Precise customer segmentation and targeted outreach significantly improved conversion.
- 18% Improvement in Management Efficiency: Automated dashboards replaced manual reporting, freeing up management time for decision-making.
Impact
- Built a Data-Centric Advertising Decision Framework。
- Improved Budget Utilization and Customer Lifetime Value.
- Enabled a Sustainable and Predictable Growth Model.
Solution
Perspective
- We built an end-to-end solution that consolidates data, segments high-value customers, monitors campaigns in real time, and continuously feeds insights back into budget and strategy decisions.
