It all began a year ago. We wanted to introduce a new navigation bar, but gradually, gaining feedback (and confidence) that it was the right upgrade for our users. My idea at that time was a random cookie which would show 20% of our users the new navigation while giving them a separate google analytics code for tracking their visit. And it worked well. Within a few weeks we were able to increase the cookie up to 100% and then simply throw it away.