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How to Minimize A/B Test Validity Threats

ConversionXL

You have an A/B testing tool, a well-researched hypothesis and a winning test with 95% confidence. There are factors threatening the validity of your test, without you even realizing it. Quite simply, validity threats are the factors that threaten the validity of your A/B test results. Not so fast.

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What Does A/B Testing Have to do with Machine Learning?

Hubspot

To some marketers, A/B tests are a no-brainer. Even though the test is a timeless marketing technique, it can be a little frustrating because of the uncertainty of it all. Thankfully, there's an unlikely superhero to point to when we're talking about the upgrades to a regular A/B test — machine learning.

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Say Goodbye to Blast Emails – How AI Helps Your Personalized Email Marketing

Salesforce

Test and refine your email strategy. Perform A/B testing continuously to test the different versions of your emails to figure out which ones perform better. Eliminate the manual effort required with A/B testing by using AI-driven analytics to understand what’s working best and refine your email strategy accordingly.

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Peak PPC season is coming: 5 tests to run now

Search Engine Land

For instance, if you’re looking to build awareness and you’d like to test Reddit, assess how spend on platforms like GDN is performing to see if you can pull from there without impacting your revenue too dramatically. Timing-wise, I believe there are no bad times to run tests. Still, remember that your goal should be to learn.

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12 Email Marketing Techniques to Achieve Sales Plan Over Fulfillment

Sales Pop!

Always A/B test your videos before making them live. Instead of sending tons of promotional emails, aim to add value to your content. A/B test your emails. Launching a sales-prompting email campaign is never easy. This method is called A/B testing (a.k.a. Keep your videos clear and actionable.

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The 14 best HubSpot updates from March 2025

Martech

With 132 updates launched in HubSpot last month, weve identified the 14 most impactful changes to optimize your teams performance and strategy. AI-powered A/B testing for landing pages. How it helps yo This update takes the guesswork out of A/B testing. Track and report on campaign goals more effectively.

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3 Real-Life Examples of Incredibly Successful A/B Tests

Hubspot

Whether you’re looking to increase revenue, sign-ups, social shares, or engagement, A/B testing and optimization can help you get there. But for many marketers out there, the tough part about A/B testing is often finding the right test to drive the biggest impact -- especially when you’re just getting started.