The Problem with Conversion Optimization
Most companies jump into conversion optimization with a lot of excitement. As you talk to teams conducting conversion optimization, you notice a common thread. They take different pages of the website and run tests on them. Some tests produce results; others do not. After a while, the teams run out of ideas. The managers run out of excitement.
The approach of randomly running tests on different pages sees conversion rate optimization in a linear fashion. The real problem is that no one shops online in a linear fashion. We do not follow a linear path when we navigate from one area of the website to the next. Humans most of the time are random, or, at least, they appear random.