This document outlines an approach for continuous experimentation and improvement. It recommends starting with data to identify high traffic, low conversion areas to improve. Form hypotheses about potential solutions and test them through small experiments. Document learnings to establish best practices and avoid regressions. The goal is to continuously run small tests to drive learning and improvements.