Posted in A/B Split Testing on October 18th, 2012
Visitors to websites are a lot like travelers on a journey. Some want to look around and explore a place (like tourists) while others have a specific destination in mind that they want to reach as quickly as possible without any trouble (like business travelers). Photo by Adam Jones Adding a conversion optimization twist to this analogy, it is the important that you allow the tourist to easily soak in the information and experiences your [...]
Posted in A/B Split Testing on October 10th, 2012
The feedback I received on “How large should your A/B test sample size be?” inspired me to write this new post. The goal is to demonstrate that indeed probability can be a tough and even counterintuitive concept, but once understood and applied it can yield tremendous advantages. This post is about what has come to be known as the ‘Monty Hall Problem’. Image from Wikipedia This is the situation: you are a contestant on a [...]
Posted in A/B Split Testing, How To on August 22nd, 2012
“How large does the sample size need to be?” In the online world the possibilities for testing just about anything are immense. And many experiments are done indeed, the result of which are interpreted following the rules of null-hypothesis testing, “are the results statistically significant?”. An important aspect in the work of the database analyst then is to determine appropriate sample sizes for these tests. On the basis of a daily case a number of [...]
Posted in A/B Split Testing, Case Studies on August 16th, 2012
The Visual Website Optimizer Case Studies page is filled with proof of how A/B and Multivariate testing increased sign-ups, downloads, sales or revenue for a number of our customers. But very rarely do we come across a customer who shows us how conversion rate optimization has ramifications for the business at large. That’s what makes today’s case study super special; a simple change leading to higher sales and revenues which enabled the business to eliminate [...]
Posted in A/B Split Testing, How To on July 25th, 2012
We have been on the lookout for engineers/designers to join our team at our Delhi office (by the way, we’re still looking, if you are in India and interested then please see our Careers page). To this end, we’ve put out feelers in multiple places and engaged the services of an army of recruitment consultants. Unfortunately, the demand-supply equation of quality engineers and UI/UX rockstars just isn’t in our favor. So now we hear you ask [...]
Posted in A/B Split Testing, Case Studies on July 18th, 2012
Click on “Play” button below to start the awesome presentation; best viewed in fullscreen mode Back in February 2012, we published a case study on how adding a product filter to an eCommerce website affects revenues. Buyakilt.com A/B tested the inclusion of a filter on their product pages, allowing visitors to “slice and dice” through all the options available and quickly arrive at what they wanted to buy, helping the website increase revenues by a whopping [...]
Posted in A/B Split Testing, Case Studies on July 2nd, 2012
This case study is released by Advanced Micro Devices (AMD), one of our customers. They sent the following to us and we’re republishing the same on our blog. A/B Tests Identify Improvements Resulting in up to 36x Increase in Social Sharing on AMD.com pages Imagine browsing AMD.com when you stumble upon the latest and greatest in AMD news. You find this to be so interesting that you want to “ShareThis” with your friends. You’re not [...]
Posted in A/B Split Testing, Case Studies on June 20th, 2012
A fairly common decision faced by eCommerce website owners everywhere is whether or not to clearly display the prices of what they’re selling. Displaying the price (along with the product or service features) allows visitors to judge immediately whether they want to buy or not. From a usability standpoint, it’s a highly efficient process. However, if you’re trying to get the visitor to engage with you, intuition says that once she has all the information [...]
Posted in A/B Split Testing, Case Studies on June 7th, 2012
eCommerce websites that sell branded products need to ensure that customers know the products are original and not an imitation. If your customers are not sure about the originality, they’re never convinced about the quality of the product and any price will seem like too much. This problem is especially grave in the online world because unlike a physical store they don’t interact with a sales person face to face and moreover they cannot touch [...]
Posted in A/B Split Testing on June 1st, 2012
Recently, there has been a lot of interest in a new, alternative approach to A/B testing. Thanks to a popular blog post with a catchy title: 20 lines of code that will beat A/B testing every time, this new, new thing was all over the Internet (Actually, it is not new. But public interest in it is new). This new approach is called multi-armed bandit algorithm, and since Visual Website Optimizer is an A/B testing [...]
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