Build a conversion experiment designer that analyzes a landing page, its target audience, conversion objective, traffic sources, and available analytics. Identify testable friction points in messaging, page hierarchy, forms, calls to action, trust signals, and mobile experience. Generate clearly defined experiments with a hypothesis, proposed variation, primary metric, guardrail metrics, implementation notes, and decision criteria. Include a sample-size planning calculator and an experiment log. Distinguish evidence-backed observations from design hypotheses, and never claim a variation will improve conversions before it has been tested.
0 Comments