We're excited to introduce Sort Order Experiments, a powerful new feature that allows you to A/B test different sort orders on your collection pages.

What's New

• Create experiments to test variations of your sort orders
• Target specific collection pages for testing
• View detailed metrics including views, clicks, add-to-carts, and conversions
• Make data-driven decisions about which sort orders perform best

Benefits

• Optimize your collection pages based on real customer behavior
• Increase conversion rates by finding the most effective product ordering
• Test hypotheses about which sort strategies work best for your store
• Gain insights into how different sort orders affect customer engagement

Getting Started

• Navigate to the Experiments section of the Sort Order edit page.
• Create a new experiment.
• Choose which collection pages to target
• Start the experiment and monitor the results
• When you have sufficient data, implement the winning sort order.

Technical Details

Experiments use a sophisticated statistical model to ensure fair traffic distribution and accurate results. The system automatically calculates confidence levels to help you determine when you have enough data to make a decision.