This episode gives marketers a repeatable framework for running end-to-end search experiments that treat the search result (title, meta, rich snippets) and the landing page as a single conversion path. Gustavo and Michelle lead a conversational panel that explains why isolated A/B tests miss interaction effects between snippet copy and page messaging, how to design paired variants, what success metrics actually matter (CTR, qualified leads, downstream LTV), and how to protect SEO while you test. Listeners will get step-by-step guidance on segmentation, organic sample-size planning, safe paid ramps to accelerate learning, measurement wiring that preserves signal quality, and a short checklist of low-risk experiments to run this week. Practical, tactical, and directly actionable for marketers focused on search-driven lead generation.