Getting people out of their comfort zone and into a new game can be really challenging.

This article gives some great advice on how to ease players into a new game. My advice is to wait for a break in your regular game and run it then. If not all players can make the game for example, then run something new as a one shot. If it goes well then the players themselves will sell the game to the other players for you.