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A/B testing overview

1 min read

An A/B test shows two or more versions of a page to different visitors at the same time and measures which one reaches your goal more often. It turns “I think” into “I know”.

A/B Testing list with counts of running, draft and completed tests, total impressions, filters, and tests with impressions, primary conversions, primary rate and winners
Opti-Behavior → A/B Testing.

Three kinds of tests #

TypeHow it worksPlan
Page SplitVisitors are redirected to different URLs (two versions of a landing page)Free
ElementThe visual editor changes text, buttons, images or blocks on the same pageFree
WooCommerceProduct title, description, image, price or button text of one productPro

Free and Pro #

FreePro
Running tests3 at a timeUnlimited
Variants / goals per test3 / 3Unlimited
GoalsPage visit, click, form submit+ scroll depth, time on page, bounce, revenue, WooCommerce purchase
StatisticsFrequentist (p-value, confidence interval)+ Bayesian, auto-winner, traffic-shifting bandit
Targeting and schedule–Audience rules, dates, days and hours
Decision engine and heatmap impact per variant–Yes

When an A/B test makes sense #

  • The page has enough traffic: Smart Insights (Pro) suggests a test only when it can conclude within six weeks.
  • You test one clear idea (a headline, a button, a price), not ten changes at once.
  • Not enough traffic? Change the page and compare 14 days before and after instead (Page X-Ray Evolution).

Privacy #

In Full Tracking, the variant cookie is written only after consent; before that, tests run cookie-free like in Anonymous Mode, and a visitor who accepts later keeps the variant already seen.

Expected result #

You know which test type fits your idea and what the free version allows.

FAQ #

Does testing hurt SEO? #

Not when tests are temporary and variants serve the same purpose; stop tests once decided.

Does it work with page caches? #

Yes, see Cache plugin compatibility.

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