An improvement in engagement or conversion rates typically measures success in A/B testing. It is important to establish clear goals and metrics for success at the outset of the campaign and monitor the results closely throughout the testing process. A/B testing can help businesses identify what is working and what isn't, providing insights to make informed decisions and continually improve the website and marketing performance.