shopify-admin-product-affinity-cross-sell

Mine Shopify order history to identify co-purchased product pairs and export ranked CSV.

174|18|Updated Apr 11, 2026
One-click install
npx skills add https://github.com/40RTY-ai/shopify-admin-skills --skill shopify-admin-product-affinity-cross-sell
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: shopify-admin-product-affinity-cross-sell
Source: https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/order-intelligence/shopify-admin-product-affinity-cross-sell
Command: npx skills add https://github.com/40RTY-ai/shopify-admin-skills --skill shopify-admin-product-affinity-cross-sell

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It helps you discover which products customers buy together, so you can generate cross-sell and bundle recommendations based on real purchasing behavior rather than guesswork.

Core Features & Use Cases

  • Market-basket product affinity: Mines multi-item order history to find co-purchased product pairs.
  • Ranked recommendation scoring: Calculates support, confidence (A→B and B→A), and lift to filter and prioritize meaningful pairs.
  • Action-ready outputs: Produces a CSV of top pairs that can power widgets, bundles, and recommendation flows.

Quick Start

Run the skill for a chosen date range to output the top frequently bought-together product pairs as a CSV ranked by lift.

Frequently Asked Questions about shopify-admin-product-affinity-cross-sell

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I find products that are frequently bought together in Shopify?

To find products frequently bought together in Shopify, you can run market basket analysis on your order history. This process mines multi-item orders within a specified date range to identify co-purchased product pairs for cross-sell recommendations.

How does market basket analysis calculate product affinity for cross-sell recommendations?

Market basket analysis calculates product affinity by computing support, confidence, and lift metrics for co-purchased items. These statistical measures filter and rank meaningful product pairs based on actual purchasing behavior rather than guesswork.

Can I use Shopify order analytics to generate ranked cross-sell pairs?

Yes, you can use Shopify order analytics to generate ranked cross-sell pairs. By analyzing authenticated read-only order and product data, the system computes affinity scores and filters them by configurable thresholds before exporting the results.

What is the best way to export Shopify product affinity scores for recommendation widgets?

The best way to export Shopify product affinity scores is to analyze your order history and output the results as a CSV file. This action-ready format contains top product pairs ranked by lift, ready to power recommendation widgets.

Do I need authenticated Shopify access to perform product affinity analysis?

Yes, you need authenticated Shopify access to perform product affinity analysis. The process requires read-only permissions to access your store's order and product data for computing co-purchase metrics and generating cross-sell recommendations.