Lola explains how the personalized test algorithm is developed through machine learning and input from functional medicine doctors. The tests are designed to identify biomarkers related to specific symptoms and needs, such as migraines or weight loss. Feedback from members helps fine-tune the algorithm and improve lifestyle recommendations.