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Without testing we are leaving conversions on the table

Are you testing your online messages? Your ads? Your post-click experiences?

Without testing, we leave conversions on the table. Because testing allows you to incrementally improve your response and conversion rate. Higher, higher and hopefully even higher.

We need to test, we must test, and sometimes, our tests even end up proving our assumptions wrong.  But how do you choose the most effective method for your business?

You probably hear a lot about multivariate testing and A/B testing.  Both have their place, so you just need to determine which is right for your business.

Here are a few pointers to get you thinking:

Product: MVT is great for a retail site experience. If you are selling $20 widgets, then MVT may be a good fit. It will let you test various elements on a page of your site (such as the checkout page).  If you have a complex, high-ticket sale, A/B might be a better way to go, because it lets you test post-click experiences, rather than just pages.

Traffic: You need a lot of traffic to really get the most out of an MVT investment. If you have a high volumne of traffic, and are a retail site, MVT is starting to look pretty good. However, if your traffic is lower, perhaps more targeted, and your sale complex, you should be leaning towards A/B, which lets you test experiences (apples and oranges even) against each other and get fast results with lower traffic volume.

Conversion:
What is a conversion for you? If it is a check out in your shopping cart, then MVT might a good way to test the elements of your shopping cart pages to see what the best mix is to increase sales. But A/B is just as good for testing conversions (that's the whole point, right?), especially in the apples to oranges type of tests, or in the lower traffic/complex lead gen environment.

At the end of the day, regardless of whether you choose MVT or A/B, in order for your testing to be statistically significant, you need to have a relatively low margin of error to draw conclusions.  If you are driving minimal traffic, using A/B will yield results, which you can then build on for future tests. And tests that yeild results will yield more conversions, whatever they may be.

-Susan Delz

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Comments

# Clearing the Smoke on MVT and Small Sample Sizes

Clearing the Smoke on MVT and Small Sample Sizes

7/18/2007 3:17 PM | ion interactive: post-click marketing blog

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