Advanced deduplication is necessary in Salesforce for managing complex scenarios where duplicate records are not clear-cut and easily identifiable. Native Salesforce tools may be insufficient for merging records from diverse sources, identifying duplicates across different objects, or handling large-scale migrations. Third-party solutions offer advanced matching algorithms, greater scalability, and customization, making them essential for effective deduplication in complex data environments.