The series you have described is not a geometric series. It is an example of a more general class of series called power series, which are of the form
then
This means that, if you start with the geometric series
If you multiply both sides by x you get something close to what you want:
Differentiating both sides again and multiplying by x again gives you what you want:
Therefore, your series converges to
This particular technique will, of course, work only for this specific example, but the general method for finding a closed-form formula for a power series is to look for a way to obtain it (by differentiation, integration, etc.) from another power series whose sum is already known (such as the geometric series, or a series you can recognize as the Taylor series of a known function).
Most series don't have a closed-form formula, but for those that do, the above general strategy usually helps one to find it.