Preventing duplicate sources requires implementing best practices and using the right tools:
Integrated Systems: Ensure all data collection points are synchronized. Single Sign-Up Forms: Use a single form for each campaign to centralize data collection. Data Validation: Validate email addresses at the point of entry. Regular Maintenance: Regularly clean and update your email lists.