Experiment Goal
The aim was not more clicks, but more qualified paid conversions.
Key Variants
Replacing feature lists with scenario-based outcomes reduced comprehension friction.
"The future belongs to products that solve a problem and make people feel something meaningful."
Anomaly Analysis
Separate seasonal noise from genuine lift created by the page change.
A Repeatable Process
Document the hypothesis and stop condition for every test cycle.