Pattern Library

Real experiment ideas you can adapt fast

Browse conversion patterns from real sites, grouped by funnel stage and growth goal. Use them as inspiration for your next A/B test or personalization campaign.

Browse patterns
7 Published examples with screenshots, brands, and implementation context.
7 Categories covering retention, monetization, checkout, onboarding, and more.
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CTA Realignment and Social Proof for Improved User Confidence
Qive User engagement & retention

CTA Realignment and Social Proof for Improved User Confidence

<p>Qive’s landing page initially presented users with multiple CTAs at the point of entry, which likely split attention and introduced hesitation rather than guiding action. By simplifying the experience to...

Dynamic Discount Tags for Increased Visual Prominence
Brown Thomas Monetization awareness

Dynamic Discount Tags for Increased Visual Prominence

<p>Brown Thomas’s discounted product listing page shows a variety of discounted products but the discounted prices lacked prominence. By including a red tag next to the price that is highly visible, it drive...

Program Search Optimization for Frictionless Experience
Universidad Europea User engagement & retention

Program Search Optimization for Frictionless Experience

<p>The page is currently extremely dense, with a hero search presented as a blank input that requires users to already know what to type, understand the correct terminology, and navigate a large, academic ta...

Reducing Visual Element Overlap for Improved Scanability
Union Goods User engagement & retention

Reducing Visual Element Overlap for Improved Scanability

<p>Union Goods’ hero section initially layered multiple elements—hero imagery, an Instagram hook, and a slogan—into a single visual space, increasing information density and making it harder for users to qui...

Social Validation with Dedicated Review Section
TheraICE Checkout & sales

Social Validation with Dedicated Review Section

<p>TheraICE’s homepage previously required users to scroll significantly to encounter reviews, and even then, feedback was limited to star ratings on individual product cards. By introducing a dedicated revi...

Sticky Bottom Bar Implementation for Reduced Scrolling Friction
Adoption.com User engagement & retention

Sticky Bottom Bar Implementation for Reduced Scrolling Friction

<p>Adoption.com’s mobile experience previously allowed key CTAs to disappear as users scrolled, increasing the risk of drop-off at high-intent moments. The introduction of a sticky bottom bar keeps primary a...

Sticky Filter Bar for Relevant Product Location
Réglo User engagement & retention

Sticky Filter Bar for Relevant Product Location

<p>The product listing experience on Réglo initially required users to scroll extensively to locate relevant products for their dogs, increasing effort and slowing decision-making. By introducing a sticky fi...