shopify-admin-product-affinity-cross-sell

Installation
SKILL.md

Purpose

Applies market basket analysis to your order history to surface product pairs that customers naturally buy together. For every co-purchased pair it calculates support (how often the pair appears), confidence (given product A, how likely is B?), and lift (how much more likely than chance). The output is actionable input for product bundles, "frequently bought together" widgets, cross-sell email flows, and homepage recommendations. Read-only — no mutations are executed.

Prerequisites

  • Authenticated Shopify CLI session: shopify auth login --store <domain>
  • API scopes: read_orders, read_products (validator-confirmed: line item product field traverses the product graph)

Parameters

Installs
3
GitHub Stars
182
First Seen
Apr 26, 2026
shopify-admin-product-affinity-cross-sell — 40rty-ai/shopify-admin-skills