Yeah, a good AB testing framework would either refuse to let you break things down too much or have a large warning about the results not being significant, but that doesn't always stop the business-types from trying to wiggle in some way for them to show a win.
Edit - and this: http://www.stat.columbia.edu/~gelman/research/unpublished/p_...