AI Blocks › Run your online store
Bundle pair finder
Run it on your orders. Get the product pairs and triples people buy together, as ideas for bundles and cross-sells.
Bundle pair finder is a free AI skill for the job "Run your online store". Give the instructions to an AI assistant that supports the required files and tools, then review its output.
Free · No account · MIT licence · Made by 40rty AI
Made by 40rty AI. See the original on GitHub; we copied it as it is, with its licence.
What it does
Find which products your customers already buy together, so your bundles and cross-sells start from real orders, not hunches. It only reads data and changes nothing. The skill looks at your Shopify orders over a set window, 180 days by default. For every order with two or more products, it counts pairs, or triples if you ask. It scores each combination by support (how many orders), confidence (how often B follows A) and lift (how much more often they sell together than by chance). You can limit by collection and set a minimum count. You need the Shopify CLI signed in with read access to orders and products.
You give it
- Your store address
- How many days of orders to look at (optional)
- A collection to focus on (optional)
- Pair or triple size (optional)
You get
- A ranked list of product pairs or triples
- Support, confidence and lift scores
- Bundle candidates
- Cross-sell ideas
Use it when
- You want to design a bundle that people already want.
- You need ideas for "frequently bought together" suggestions.
- You want to know which products sell together by more than chance.
- You are planning a promotion and need product pairings.
How to use it
- Add it to your AI once: download it and add the folder to Claude, ChatGPT or Codex as a skill.
- Ask for the job in your own words. Your AI opens the skill when it fits.
- It works best when your AI can access your Shopify admin.