Civ5 and The Settlers are their own brand of crack. The Settlers lack turns like Civ and is like you said, more of an RTS. Unlike C&C and similar games, this one is more than just building an army. There is an economy to focus on as well.
I don't know how I hadn't heard of this series but I...