Website Optimizer: What Traffic Does it Track? What Kind of Test is it?
I've seen these questions come up on various boards and such:
What traffic does Google Optimizer track? Does it only track AdWords?
Google Optimizer tracks and does the multivariant testing on all incoming traffic, regardless of source. You need an AdWords account because all the tracking and G analytics horsepower is housed within AdWords - Google Optimizer leverages off of this...why reinvent the wheel?
What Type of Testing Does it Do? (Taguchi, A/B, etc)
I've seen a lot of misinformation on this topic. Particularly around Taguchi - it seems that a lot of folks in the Internet Marketing world are a bit confused here.
Here is quick explanation:
Factorial Experiments allow you to test multiple 'factors' with multiple 'choices'. For example, a factor could be an image on a landing page and a choice would be various images being swapped.
Now, outside of automated efficient electronic type of testing, such as testing physical operations like machines or chemicals, the tests become very expensive with the more factors and choices you add. Remember permutations? The possible number of combinations expands greatly with each new factor and choice of factor.
So, we have "Fractional Factorials" which in a nut shell limit the amount of total combinations via statistics needed to get a meaningful result. Taguchi is a form of fractional factorial experiments.
So back to the web - It costs nothing more to do 10 factors with 20 choices then it does to do 2 factors with 2 choices....so there is no need for a fractional method like Taguchi.
Google Optimizer uses a full factorial method, where the factors are the "test sections" and the choices are the "variants" on a given experiment page.
Hope this helps,
Meegwell
Labels: a/b testing, google optimizer, multi variant testing, split testing, taguchi method





3 Comments:
Meegwell,
You are absolutely correct about the advantages of full factorial testing on the web. We added additional resources for people who want to get started testing at http://www.grokdotcom.com/googlewebsiteoptimizer
Full Factorial is a luxury many small developing businesses can't afford. Its too long in the set up and the results. Taguchi is an efficient accurate model which, when used with proxies makes life much easier. You CAN do taguchi factorial tests in Website Optimizer. I've written about how to do it and have performed tests like this.
Taguchi is an advantage in that it allows you to compress the number of needed tests into a smaller testing time frame. It has a compression to it. If you are testing a larger number of variables, the length of time needed for optimizer data to become relevant could be astronomical.
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