Most A/B test advice is useless.

They show you what won. They don't show you why. So you copy someone's headline — it doesn't work. You copy their button color — nothing. You're just guessing with extra steps.

The Conversion Playbook gives you 3 patterns. Not theories. Patterns — pulled from real tests that actually won.

What you'll learn

Pattern 1: Don't Bury the Lead Users land hunting for one thing: 'Am I in the right place?' Your title and summary answer that. Your demo video and social proof confirm it. Get those right and the rest follows.

Pattern 2: Outcome Over Identity Stop naming your features. Start describing what they do. 'Meet OwlyWriter AI' makes the user think. 'Smartest AI social media tool' tells them what they get.

Pattern 3: Motivation-Matched CTAs You're asking people to buy before you've given them a reason to care. High-friction CTAs need high motivation. Low motivation? Give them a low-friction next step first.

Screenshots, win data, and the principle behind each Every pattern comes with the actual test screenshots, the conversion data, and the cognitive principle — so you're not copying blindly.

Why this matters

You learn the why. You apply it anywhere. Each pattern gives you a lens for reading any landing page and immediately seeing what's working and what's not. That skill compounds every time you ship a page.

You'll learn from

Casey Hill Chief Marketing Officer at DoWhatWorks. Casey's team analyzed 27,000 A/B tests to surface the patterns behind the top 1% of conversion wins.

Jason Gong VP of GTM at GrowthX AI. Jason translates conversion data into practical frameworks growth teams can deploy immediately.