A/B testing compares two or more versions of a website element to discover which performs better against a chosen outcome. For example, you can test different pop-ups or forms and identify which version works best while creating less visitor irritation. section 10.7
Analytics tools make the comparison easier to use. OptinMonster lets you modify campaigns and test multiple pop-up variations, while Crazy Egg can automate testing, identify high-performing versions, and optimize pages for conversions. section 10.7 section 12.4.3
A practical testing workflow is:
- Choose a page element and the outcome that matters, such as responses to an email form or conversions from a pop-up. section 10.7
- Create two or more variations that fit the website’s style and marketing objective. section 10.7
- Use analytics reports, visual maps, or automated testing to compare performance and refine the page. section 12.3.10 section 12.4.3
