A/B testing is often treated as the beginning of CRO.
It is usually the middle.
Before the test, there is a behavioral question: what is making this decision harder than it needs to be? Is the user uncertain, overloaded, unconvinced, distracted, or blocked by the wrong kind of friction?
The test matters. But if the hypothesis is shallow, the test only gives a precise answer to an uninteresting question.