Incorrect mapping often occurs due to human error, especially when manually importing contact lists from Customer Relationship Management (CRM) systems, spreadsheets, or other databases. It can also happen when integrating with third-party applications, where the data fields may not perfectly match. For example, a field labeled "First Name" in one system might be mapped to "Last Name" in another, causing personalization errors in your email campaigns.