If you are running multivariate tests or thinking about it you may want to watch this video first.
There are a few issues that can cause multi-variate testing (at least in the true definition) to simply not work or at least not be practical for most companies.
You may want to choose a different option if you want to test faster, you want to learn more and want bigger more meaningful improvement.