Shopify Cross-Sell & Bundle Finder

Upload your Shopify Orders CSV to discover frequently bought together products, generate AI bundle recommendations, and estimate AOV revenue uplift.

100% Client-Side Private • Shopify Orders CSV

Shopify Cross-Sell & Bundle Finder

Upload your Shopify Orders CSV to discover co-purchased items, AI bundle discounts, and AOV uplift opportunities.

Drag & drop your Shopify Orders CSV

Export from Shopify Admin → Orders → Export

How this finder works

1

Upload Orders CSV

Drop your Shopify orders file or test instantly with sample data.

2

Co-Purchase Mining

Algorithms calculate product affinity scores and basket combinations.

3

Receive Bundle Map

Get launch-ready bundle ideas, pricing recommendations, and AOV estimates.

Key Assumptions

1
Requires order line-item titles or SKUs in standard Shopify CSV format.
2
Co-purchase rate threshold is calibrated to 5%+ natural pairing frequency.

How to use this tool

1

Upload your orders CSV

Drag & drop your Shopify export or click "Try with Sample Data".

2

Explore bundle suggestions

Review Frequently Bought Together pairs and AI bundle discounts.

3

Create bundles on Shopify

Build recommended bundles in your Shopify Admin or bundle app.

Why this matters for referral

Planning is great, but real data is better. Referbro gives you actual attribution from day 1.

Learn about referral

Frequently Asked Questions

The AI analyzes order co-occurrence frequency across your entire transaction history to find product pairs and trios that customers already buy together naturally.
Yes, 100% secure. Everything is processed locally in your browser. No CSV or product data ever leaves your computer.
Bundles package complementary products with a small incentive (e.g. 10-15% discount), raising the average basket size per transaction.

Ready for real data?

Planning is great, but real data is better.
Referbro gives you actual attribution from day 1.

Install on ShopifyBook a demo