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All Things Data-Driven Marketing

PXL: A Better Way to Prioritize Your A/B Tests

If you’re doing it right, you probably have a large list of A/B testing ideas in your pipeline. Some good ones (data-backed or result of a careful analysis), some mediocre ideas, some that you don’t know how to evaluate.

We can’t test everything at once, and we all have a limited amount of traffic.

You should have a way to prioritize all these ideas in a way that gets you to test the highest potential ideas first. And the stupid stuff should never get tested to begin with.

How do we do that?

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Cart Regeneration

A Rejoiner study found that over 50% of the cart abandonment emails they send are opened on a device that is different than the one the customer originally abandoned on.

A typical situation is a person browsing your site on mobile, perhaps adding items to their cart as a “wishlist”, then never completing their purchase.

Wouldn’t it be great if you could email them with the exact items they’d left in their cart, and restore their cart with those items, no matter what device they use when they click through your email reminder?

That’s the beauty of cart regeneration, a feature that online retailers often overlook in their cart abandonment email strategy. It’s key to boosting online sales.

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UX Research and A/B Testing

A/B testing is common practice and it can be a powerful optimization strategy when it’s used properly. We’ve written on it extensively. Plus, the Internet is full of “How We Increased Conversions by 1,000% with 1 Simple Change” style articles.

Unfortunately, there are experimentation flaws associated with A/B testing as well. Understanding those flaws and their implications is key to designing better, smarter A/B test variations.

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Which Type of Voice Actor Should You Use for Your Explainer Video? [Original Research]

When designing the landing page for CXL Institute, we conducted an experiment regarding our explainer video.

We wanted to find out how “trustworthy” and “attractive” different voices were perceived. In this CXL Institute study, we tested four different voices, which differed by gender and whether they were professional voice actors or not.

Question is, did it make a different in how people perceived our video content? Yes, and the results were somewhat surprising.

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Cialdini's 7th principle

If you’ve worked in marketing, sales, conversion optimization – any role that has to do with strategic communications/persuasion – you’re likely familiar with the work of Dr. Robert Cialdini and his principles of persuasion.

Since his last book, Influence, came out 30 some years ago, his work has done nothing but influence new generations of those of us in the strategic/persuasive communications space. Even if you haven’t read the book, you’ve probably heard of his 6 persuasion principles.

However, with Cialdini’s new book, Pre-Suasion, comes one new persuasion principle.

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Which Types of Social Proof Work Best? [Original Research]

When shopping online, you can’t hold the product, test it out, or talk to a salesperson about how different brands compare to one another. For these scenarios, social proof is frequently used to guide shoppers towards the best product choice.

Which brings us to the real question: Which social proof techniques are most effective? Are some of them totally ineffective?

This study from CXL Institute explores how different forms of social proof are perceived (with eye-tracking), and then how they are recalled (with post-task survey questions).

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Spray and Pray Doesn’t Work: How to Identify and Target Micro Segments

As marketers, we’re all trying to improve the customer experience and increase conversions. We have these things in common.

However, some marketers are much better at understanding their customer personas and doing the right kind of research than others.

What is comes down to is that delivering a single message to your entire customer base is an inherently flawed strategy. High-value customers, frequent browsers, seldom purchasers, brand enthusiasts and first-time visitors are all differently characterized and must be engaged uniquely.

This is where customer micro-segmentation comes into play.

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