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CTA vs Layout A/B Tests

How do cta experiments compare to layout experiments? See side-by-side win rates, average lift, and the top-performing tests in each category.

Key Findings: CTA vs Layout

Layout experiments have a higher win rate (39%) compared to CTA (33%). This is based on 30 cta and 90 layout experiments.

Both categories contain experiments across multiple industries and page types. Use these results to prioritize which testing category to invest in for your site.

Top CTA Winners

Top Layout Winners

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