A scammer who knows your name, your bank and even your account balance can sound terrifyingly legitimate. That information may make a caller seem like an insider, especially when the caller claims to work in the bank’s fraud department.
But accurate information does not prove the person on the phone works for your bank. Scammers can obtain or buy personal information, then use it as stage scenery for a much bigger lie. The Federal Trade Commission warned in January 2026 that callers may know details such as a person’s full name, address or accounts and still be scammers.