Optimization of Data Centralization in an International Digital Ecosystem.
International Brand • 20/05/2024 – Digital & Data
Tool Tags
Google Analytics 4, Matomo, Google Tag manager Google Sheet, App Script, Looker Studio, MYSQL
Expertise Tags
Data Collection, ETL, Data Analysis, Data Visualization, GDPR, Analytics Strategy & KPIs
Sectors
Retail
Challenge
- Inconsistency of customer data across various digital platforms (brand site, gaming platform, loyalty program, editorial platform, CRM platform, loyalty program).
- Data fragmentation across multiple tools and countries (15 countries).
- Non-compliance of data with GDPR.
Project Summary
- Solution: Centralization and harmonization of customer data for a 360° view.
- Impact: Improved data quality for better decision-making.
- Context : A multinational brand with data scattered across multiple digital platforms and countries.
- My role : Coordinate, activate, and standardize customer data across various international platforms.
Solution
1. Data Collection
- Detailed tagging plan for each platform.
- Migration from Google Analytics 3 to Google Analytics 4.
- Implementation of new tools: Matomo (GDPR Compliant), Hotjar.
- GDPR compliance implementation.
2. Data Transformation & Storage
- ETL process to harmonize data.
- Use of Matomo API, Google Sheets, and App Script.
- Data normalization.
3. Activation & Visualization
- Integration and design of a dashboard.
- Batch data updates (every morning).
Results
Marketing / Business:
- More precise segmentation and more effective marketing campaigns.
- Improved visibility into customer behavior for data-driven decision making.
- Campaign conversion rate increased by 20% and customer engagement by 15%.
- Reduction in cost per acquisition (CPA).
Technical / Data:
- More robust and integrated data infrastructure.
- Simplification and documentation of the data architecture.
- 80% reduction in data processing and analysis time.
- Improved accuracy of technical reports and dashboards.
- Enhanced performance of data management systems.
- Reduced maintenance costs and data management efforts.
Project Impact:
- Project delivered on time and within budget constraints.
- Unified customer view facilitating the management and optimization of digital campaigns.