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A/B Testing Statistics: Why Statistics Matter in Experimentation

Convert

While a platform like Convert Experiences can take care of all the statistical measuring, reasoning, and analysis for you, having a basic understanding of some statistical terms will certainly help you. For a larger set of differences, you would generally go for a more extensive multivariate test.

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Expert Interview Series: Mike Moran of Biznology on How to Excel at Digital Marketing for B2B Businesses

Leadspace

The kind of audience analysis that’s possible today for fueling content marketing was unheard of even five years ago. Marketers are letting the ideal drive out the workable, in my opinion. It’s important that all marketers take the data they have, ideal or not, and improve it, as you suggest.

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24 Conversion Rate Optimization Tools for Research, Feedback, Analytics & More

Hubspot

click tracking, and also link analysis. Feedback tools include surveys, polls, messaging, and user testing programs. SurveyMonkey has a free option for those just starting out with survey research. These are the tools that you will use to manage, plan, and execute A/B and multivariate tests. 15) Clicky. Heatmap.me

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The Impact of AI on Experimentation: How Are Real Optimizers Using Artificial Intelligence to Test and Learn?

Convert

It makes no claims to hold opinions or to take your decisions for you (agency). But for analysis and especially research, a human touch stays necessary.” They are already melding pre-test research, test design choices, and post-test analysis with AI to run more experiments, learn faster, innovate more, and keep winning long term.

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How to Do A/B Testing: A Checklist You'll Want to Bookmark

Hubspot

This is a process called multivariate testing. If you're wondering whether you should run an A/B test versus a multivariate test, here's a helpful article from Optimizely that compares the two. One of the best ways to ask people for their opinions is through a survey or poll. Identify your goal. After the A/B Test.

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How to Do A/B Testing in Marketing (A Comic Strip Guide)

Convert

Ideas and Opinions Beat Data. It doesn’t matter if it’s your personal opinion or that of the Highest Paid Person (HiPPO), you need to test and trust the data. Just like an opinion, you need to test and see what works. Opinions don’t matter, results do. Multivariate Tests. Not every test will succeed. Some will win.

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Encourage Innovation & Secure Buy-In with a Balanced Portfolio of Experiments

Convert

We love a contrarian opinion. User research includes methodologies like polls, surveys, user testing, card sorting, tree testing, heatmaps, session recordings , analytics analysis, and interviews. In the previous section, Steph referred to “folding levers”.

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