How Bundle Optimizer works

The six steps

1. Install from the Shopify App Store

   Installation starts in Shopify and signs you in with your Shopify account, so there is no separate password. The app syncs your products, variants, prices, inventory and orders from Shopify, and reads product costs where you have recorded them.

2. Set your margin floor

   Tell the app the lowest margin you are willing to accept on an offer. Every recommended offer is priced against it.

3. Review evidence-based offers

   AI suggests which products belong together: products your customers already buy together, and products that complement each other in your catalogue. Bundle Optimizer then chooses the offer type that suits them: a bundle, buy X get Y, mix and match, a multipack or quantity breaks. Each proposal is explainable: it shows the evidence behind it and what it does to your margin.

4. Check the worst case, not the average

   AI never sets a price. Deterministic, quantitative mathematics does. An offer that lets shoppers choose can produce many different baskets, so the price is checked against your margin floor on the worst basket a shopper could build, so no permitted combination falls below it. Products without a recorded cost are flagged rather than guessed.

5. Approve and launch

   Nothing goes live until it is approved, by you or by an automation mode you have chosen. On launch the offer is created in your Shopify store and shown on your product pages through the theme app extension.

6. See what each offer earned

   Bundle revenue is attributed to the offer that produced it, and sold-out products are never offered.

Clearing stock you choose

Clearance works differently on purpose. You pick the products and the offer type; the app shows the margin and risk figures, and you decide.