facebook handles this case by showing the profile picture of the user matching the email field. banks and yahoo handle this case by showing a magic image that

facebook handles this case by showing the profile picture of the user matching the email field. banks and yahoo handle this case by showing a magic image that you chose, which also provides anti-phishing feedback