Connect experiments to meaningful outcomes
Design experiments that test clarity as much as aesthetics. For example, compare error message wording, label specificity, button copy, and input assistance. Pair each change with conversion steps such as add to cart, form completion, or upgrade. When a variation reduces confusion for people with different abilities, it usually benefits everyone, producing ethical wins that correlate directly with revenue, retention, and lower support contacts.