And definitely not "usually"! "chance" or "luck" are exactly what are communicated by that expression.
I happen to have just the answer you're looking for.
It just so happens that I have the answer you're looking for.
As luck would have it, I have just the answer you're looking for.
These three are, generally speaking, equivalents.
CJ