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The state of A/B testing in 2025

SMBs are winning with A/B testing—but limited resources, slow turnarounds, and complex tools limit how often they can optimize.

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2025 research report

Research conducted in partnership with Ascend2

What’s getting in the way of better testing

A/B testing is one of the most cost-effective ways to drive incremental gains—yet 51% of teams say they lack the resources to make it happen.

Why optimization still feels out of reach for SMBs

Few start where the biggest wins are

56% rank conversion rate optimization as their top A/B testing goal, yet only 32% test their landing pages—missing the highest-impact opportunities. 

Most aren’t testing often enough

Only 1 in 5 SMBs test monthly or more. Limited resources, risk aversion, and clunky tools make it hard to build the momentum that drives real gains.

Manual methods are slowing them down

56% still run tests manually in web analytics tools—adding extra work, draining resources, and reducing testing speed.

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Get A/B testing insights from hundreds of SMBs

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Your guide to smarter, simpler A/B testing

Data from hundreds of SMBs reveals the biggest blockers to optimization—and how to move past them.

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Ebook - A/B test, without the quest