Analyze order history to generate high-performing product bundles and cross-sell recommendations.

Shopify Admin Product Affinity Cross Sell

Utilize market basket analysis to uncover frequently co-purchased products, ranking them by lift, confidence, and support to inform your merchandising strategy.

Product & CommerceData WorkflowAgent Workflow

188 Stars19 ForksUpdated Sep 14, 2026View source

Overview Capabilities Quick start

Skill impact

A focused workflow with measurable value.

Stars

188

Forks

Updated

Sep 14, 2026

About Shopify Admin Product Affinity Cross Sell

Mine order history to find which products are most frequently bought together, then rank pairs by support, confidence, and lift to power bundles and cross-sell recommendations.

What Shopify Admin Product Affinity Cross Sell Can Help You Do

Analyzes historical store order data to identify patterns in multi-item purchases, calculating statistical metrics to recommend optimal product groupings for bundles and cross-sells.

Extract multi-item order patterns from store history

Calculate support, confidence, and lift for product pairs

Filter product pairs by statistical thresholds and exclusion tags

Export affinity analysis results as structured CSV files

Generate actionable insights for cross-sell and bundle strategies

Common use cases

Identifying high-value product bundles for holiday promotions

Refining 'frequently bought together' widget recommendations

Developing targeted post-purchase email cross-sell flows

Optimizing homepage product discovery strategies

Determining effective volume discount combinations

Quick start

Install command

npx skills add 40rty-ai/shopify-admin-skills@shopify-admin-product-affinity-cross-sell