Vibe Coding Can't Verify Real Contact Data

Vibe coding can generate scripts to clean contact data format but cannot verify if email addresses, phone numbers, or mailing addresses actually exist or are reachable. Pattern matching on structure tells nothing about deliverability or line status. Real-time verification requires continuously maintained reference data from postal authorities and telecom carriers.