Test variations should be bold changes! Testing minor changes takes longer and rarely provides meaningful lift 1. Structural Clarity – Are you telling the user what to do and why they should? 2. Credibility – Are users understanding that there is peer acceptance? 3. Messaging – Are users seeing messaging relevant to their needs & interest? 4. Self-selection – Are users able to choose the path that is about them?

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