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Joakim Ditlev

How to Do a Split Test With Customer Reviews

By on Thursday, August 16th, 2012 in Online reviews

Customer reviews are powerful when it comes to increasing trust. But how much can trust impact your bottom line? If you are selling goods online, setting up a split test is a good way to find out. Here’s how you get started with split testing using customer reviews.

Split tests – or A/B tests, as they are sometimes referred to – is a great way to test and optimise key parts of your website or online shop. The principle is pretty simple: You have an idea that a specific change will improve your site, so you set up a split test that simultaneously shows multiple versions of your site. When enough visitors have visited your site, the stats will tell whether you were right or wrong.

The purpose: Split test to measure how customer reviews add trust

You can split test pretty much anything:

  • Placement and size of buttons
  • Use of various graphics / images
  • Use of different headlines

And many other variables that you think can be improved. This introduction has more inspiration on common things to test for. But it doesn’t mention a split test using a variation where customer reviews are shown for maximum trust.

A lot of companies are using the Trustbox to display customer reviews directly on their website. By split testing, some of them have found out that overall basket size increases or conversion rate improves as much as up to 40%. Please have a look at our case studies for more details.

Here is a quick guide on how to do a split test with customer reviews.

Step 1 – Think like a scientist when preparing your split test

First task is to be clear on what you want to test. The best way to do so is by looking at your website as if it were a laboratory – and you are a scientist. You describe a single statement (the scientist will call this a “hypothesis”) based on your expectations. It can be a sentence that starts with “if” like:

If I place a Trustbox in the sidebar in the check-out phase, I expect the percentage of people completing the sale will increase.

It’s not about being right or wrong when doing split tests. Rather, it’s about learning from others’ best practices and measuring the results of the changes you make to your website.

Step 2 – Select the right tool for your split test

There are a lot of split test tools available on the market. If you are looking for a basic solution to get started, Google Analytics Content Experiments (formerly known as Google Website Optimizer) or Visual Website Optimizer could be a good choice. Both tools are easy to use and guide you through how to setup your first split test without needing to involve web developers or an IT department.

Step 3 – Setup the split test and wait for the results

When testing a single hypothesis at the time, the above mentioned tools will guide you through the process. But you will also get estimates on how many visitors you need in order to get results you can rely on. Statistical significance, in mathematical terms. Depending on how many visitors you have, it can take anywhere between a few hours to several weeks before you can be sure about the results, so from here, all you can do is wait and see how much increased trust impacts key metrics like your conversion rate.
Example of split test results

Pitfalls to avoid when using customer reviews in split tests

Using your customer reviews in a split test is fairly simple. However, we have come across some examples where the version without the Trustbox performed better. When we helped the company investigating why, we came across one or more of these pitfalls that you want to avoid:

  • Use different colours for buttons and the Trustbox. When the Trustbox gets too much attention, there’s a risk that people mistakenly click the wrong place. They become frustrated and find another place to buy. So make sure to customise the Trustbox so it looks good on your site and doesn’t take away focus.
  • Lots of customizable design options for the Trustbox displaying customer reviewsShow customer reviews in a popup during checkout. Sometimes potential customers get so interested in reading reviews that they leave your site. A good rule of thumb is not to distract customers too much when they are completing their purchase. So when designing your Trustbox for checkout, remember to use the setting, “Display reviews in popup” to keep customers on your site (see image to the right for more details).
  • Take advantage of specific customer statements. The reviews you select for your Trustbox should address your customers’ strongest concerns. It depends on your business, but here’s an example: If a lot of your goods are used for gifts, a strong customer concern would be if goods arrive in time. If some of your customers talk about fast delivery that will be a powerful statement in the checkout phase.

If you are in doubt about what works the best for your online shop when it comes to using customer reviews, additional split tests can give you the facts.

We’re always interested in hearing from companies who have tried this out. Please share your split test experience and let us know if results have improved as expected.

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Speak your mind!

  1. We did A/B and multivariate testing for Sliders with great results. Click rates differed up to 100% due to another woman/man smiling down. Less differences were measured when only changing the buttons size or color. I can only emphasize the importance of A/B testing but the problem is that it takes lots of time and technical resources which are not always available or in budget.

  2. Rog says:

    Confusing explanation

  3. Great article with a lot of good advice

    Thanks :-)

  4. Daniel says:

    Thanks for your helpful input regarding split testing. I am quite new with this type of testing and found some useful tools from another blog article – http://biz30.timedoctor.com/split-testing-and-usability-tools/ and hopefully will be able to further drive our marketing efforts.

  5. Soniya says:

    Thanks for the post. A really easy to follow guide.

  6. Residing in Moray, Scotland, Its refreshing to find useful info on a website that is focused on producing/publishing good content. Thank you.

  7. Very practical advice on how to implement testing. I especially like the pitfalls to avoid. I did some on-site split testing a few years back and was really excited to see how much the performance was enhanced.

  8. Good article on the importance of A/B and multivariate testing. I would be great to see some suggestions that really can be applied more generally…

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