We use Maxymiser as our Multivariate/AB testing tool of choice. Maxymiser allows you to see how individual test variants are performing in it's console. In a previous post about culling variants I talked about how we like to actively remove under-performing variants from our tests. Well this has been a contentious issue, whether or not it's the right thing to do in a test scenario (see post for full discussion). However Maxymiser have recently added a new feature to their test console that allows you to remove under-performing page combinations* from your test. Doing this also allows you to immediately and clearly see the impact of performing such an action and its immediate effect on the remaining page combinations.
Below is a screenshot of our Maxymiser console displaying an active test before we remove an underperforming page combination. P8 page combination is highlighted as an under-performing page combination. It has an uplift of minus 1.76% and a 'Chance to Beat All' value of 25.23%.
Now after we exclude the P8 page combination from the test you can see what the results look like. The lead page combination P2 leaps from a 39% 'Chance to Beat All' to 51%, hence speeding up your test. The overall uplift value also moves from 3.19% to 3.59%.
So the introduction of the page exclusion feature actually allows you to experiment more with 'What If' scenarios. We like to think that this enhancement was made to Maxymiser as a direct response to our need but it's probably not the case!
* A page combination is a collection of multivariate test variations
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