How do I segment customers based on their cosmetics purchase history?

Segmenting Cosmetics Customers by Purchase History

Purchase history is your richest segmentation signal. It removes guesswork about customer preferences and spending patterns. For cosmetics specifically, category loyalty, repurchase cycles, and AOV trajectory together build a clear picture of who each customer is and what will motivate them next.

Core Segmentation Dimensions

Practical Shopify Segmentation Steps

In Shopify Admin, use Customer Segments (Shopify 2024+) to build rule-based groups: "purchased from skincare collection in last 90 days AND total orders > 2." Export these as email lists for targeted campaigns or use them to power product recommendation logic.

For on-site targeting, tag customers based on their last purchase category and use those tags as triggers in your campaign tools. A customer tagged "skincare_repeat" visiting your site sees skincare-relevant offers rather than generic store-wide discounts.

Growth Suite and Purchase-Based Targeting

Growth Suite's behavioral targeting works alongside purchase history by identifying what a returning customer is browsing in the current session. A skincare loyalist browsing a new product line they haven't tried before gets an offer calibrated to their exploration behavior - different from their routine repurchase behavior. The Funnel Report helps you see which segments have the highest abandonment rates, directing segmentation investment where it has the most impact.