Sourcing B2B sales and marketing data has typically been a manual, unstructured process. Even with the best of intentions, data management procedures don’t always equate to pristine data. Studies show that approximately 40% of leads still contain bad data. Duplicate fields (15%), missing fields (8%), and failed email validation (4%) are among the culprits.
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