Landing Page Experiments That Improve Conversion
A practical approach to landing page tests that respects brand quality and statistical reality.
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Landing page tests fail when teams change too many variables or chase tiny lifts. Focus experiments on clear hypotheses tied to user friction.
Isolate one meaningful change
Headline clarity, offer framing, social proof placement, or form length are strong candidates. Avoid redesigning everything at once.
Match traffic to confidence
Low-traffic pages need longer tests or bigger changes. Decide the minimum effect size worth detecting before you launch.
Protect brand quality
Performance and brand are not opposites. Strong experiments improve clarity and trust while measuring conversion impact.