CXL - All Things Data-Driven. Conversion Optimization Blog

How to Get Better Results with Online Learning

Learning stuff online is the new standard for learning. It’s not just “how to tie a tie” how-to videos, it’s also learning hard skills. In fact, according to a recent report 59% of employed data scientists learned skills on their own or via a MOOC.

But how can we take better advantage of online learning? What’s the most efficient way to learn as much info as quickly as you can? Keep reading »

How to Segment A/B Test Results to Find Gold

You run an A/B test, and it’s a winner. Or maybe it’s flat (no difference in performance between variations). Does it mean that the treatments that you tested didn’t resonate with anyone? Probably not.

If you target all visitors with the A/B test, it merely reports overall results – and ignores what happens in a portion of your traffic, in segments.

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Testing the Presenter’s Paradox – Do People Really Average (Not Sum) Object Values? [Original Research]

This study examines people’s tendencies to average, not sum, values of items in a list or presented as package deals.

We provide 3 perspectives: 1. we outline what products and lists two academic studies have tested, 2. we duplicate a product and list test with a larger sample size to try and replicate the findings, and 3. we then apply the test to six new products, three experiential products (travel package, hotel night, massage) and three physical products (camera, printer, kitchen mixer).

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Do Review Stars on Google Help Click-Through Rate? [Original Study]

You know when you search for something on Google sometimes you see review stars next to a search result?

Like here:

Does it work to attract more clicks?

Inspired by our study Which Types of Social Proof Work Best?, we set out to quantify review stars as a way to increase click-through rates (CTR) in search engine results pages.

What kind of improvement in CTR can we get from including review stars in search engine results, if any? What does that mean for application in your business? We attempt to answer these questions with hard data in this CXL Institute study.

Our research was performed in collaboration with Belron® International, a automotive glass replacement and repair group.

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How to Structure Your Optimization and Experimentation Teams

It’s important to know the most efficient way to arrange your optimization team to ensure their productivity and yours.

But what’s the best way to structure your team? Should optimization folks be in a separate team? Or under product teams? Or marketing?

There’s several different ways, and choosing which one works best for your company can be challenging. Here’s a rundown of the frameworks, their functions, and the benefits and challenges of each.

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Using Dual Process Theory for Higher Conversions

Designing your website requires a studied understanding of human behavior if you want to increase your conversions. Using psychological tactics in your design to appeal to potential customers can help do this, but you must first know how users’ decisions are made.

Daniel Kahneman presents two thought systems that can give marketers a framework for how to target their ideal clients through site design and get a major uplift in conversions.

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