1. Client already had the database with them resulted in duplication for the dispatched data.
2. Direct emails of previous batches PHD students were not available for all locations.
3. LinkedIn allows to access 1k results for the requested criteria however; our requirement was higher than reflected results.
4. Criteria to source the leads were changed after every batch for all locations.