Conversion optimization is the process of optimizing a website to convert more visitors into customers. It involves testing different page designs and content to address user fears and psychology, with the goal of increasing important metrics like signups, purchases, and downloads. Testing can be done on elements like the signup page, product pages, and use of sections and combinations in tools like Google Website Optimizer to identify high performing variants.