While setting up or editing a Google Alert click Show options.

Show options in Google Alerts

 

Next, under Deliver to, choose RSS Feed.

The hidden RSS Feed option in Google Alerts

 

Save your alert and you will see an RSS icon next to your alert. Right click this and copy the URL.