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All Things Data-Driven Marketing

Confidence intervals

Confidence intervals are a standard output of many free and paid A/B testing tools. Most A/B test reports contain one or more interval estimates.

Even if you’re simply a consumer of such reports, understanding confidence intervals is helpful. If you’re in charge of preparing and presenting those reports, it’s essential.

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Password UX

Have you ever forgotten a password for a site? What about a security question?

Have you ever spent a ridiculous amount of time trying to think of a password you can remember, but also complies with a list of arbitrary requirements (e.g., seven uppercase letters, four special characters, etc.)?

When these UX problems pop up, they cause friction.

Friction that prevents new SaaS customers from signing up, friction that prevents loyal eCommerce customers from creating an account for next time, friction that prevents current customers from accessing their accounts.

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Audience Segmentation: Where Do You Start?

As Peter Drucker famously wrote, “The aim of marketing is to know the customer so well the product or service fits them, and sells itself.”

In conversion optimization, we talk about the importance of knowing our customers a lot.

But we rarely talk about the process of strategically segmenting our audience so that our products and services can sell themselves.

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Banner Ads Suck (and How to Make Them Convert Better)

Back in 2013, Nielsen reported in its “Trust in Advertising” study that online banner ads are the least trusted form of advertising among consumers falling even behind traditional ads like in the newspapers or magazines. A few years later, Bannersnack reported that 54% of internet users don’t click on banner ads because they don’t trust them.

In fact, display ads have a click-through rate of just 0.05% (across all formats and placements). Certainly not encouraging.

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Want to Reduce CPA? Try Machine Learning–Driven Retargeting.

The way we do retargeting is restrictive.

Creating a tailored, personalized campaign is often done with micro-triggers: Did the user spend more than X minutes on the site? Did they view more than Y pages? Did they add to cart? Are they visiting on mobile?

All of these data points personalize the messaging for retargeting campaigns.

But even a talented campaign manager can juggle only so many variables. Eventually, you end up with tons of segments that are difficult and time-consuming to manage. 

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Why Keyword Themes + Modified Broad Match = Winning PPC Strategy

Cutting out noise and creating a PPC strategy that drives business: it’s the goal of SEM professionals everywhere. So let’s talk about how to do that for real.

By combining ad group theming and modified broad keywords, you can create targeting that rewards you with qualified traffic right away. It’s a structure that rewards you again and again by delivering even stronger target keyword sets.

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