Lookup processes can be manual or automated. In a manual lookup, marketers may cross-reference email addresses with publicly available databases or company records. Automated lookup, on the other hand, involves the use of software tools that can quickly scan and verify email addresses against multiple data sources. These tools often integrate with Customer Relationship Management (CRM) systems to provide real-time updates.