Welcome emails showing HTML

When I first set up my network, this wasn’t an issue, but it seems now that new users are seeing raw HTML in their welcome emails from my network. A friend tells me that checking the raw email in Gmail shows: Content-Type: text/plain; charset=UTF-8

Is there any way for me to ensure that users see only the results of the HTML markup in their emails sent from the network, and not the raw HTML?