The doc is indeed pretty good, and available offline (ansible-doc). I quite like that it uses a very declarative syntax, and it's relatively easy to get idempotent operations. And the fact that you don't need to install anything on the machine you administer is definitely a strong point.

One downside is that I can see how tracking down role dependencies would be tricky if you had many different roles. I also haven't tried at scale.