Can you froth Coffee Mate creamer in Philips LatteGo 3200?

I really like the flavored creamers, especially now that it's pumpkin spice season, but I can't get the LatteGo to really "froth" any of the flavored creamers. Is this even possible or is whole milk really the only/best option for foam?