Yes, an email can seem to delete itself in Outlook if your account is set to automatically delete or archive messages after a specific period. Check your email retention and auto-archiving ...

Fortunately, Gmail, Yahoo, and Outlook ... archive, delete, or mark emails based on various criteria. To create a filter, open your Gmail inbox and click the filter icon next to the search bar ...