Shopify Skills/Cross-Sell Recommender

Cross-sell recommendations
powered by real order data

Find which products your customers actually buy together, then save those recommendations back to Shopify so your store shows smarter "you may also like" suggestions.

300 credits per runWorks with Claude Code & CodexBased on real ordersWrites to Shopify metafields
What it does

Everything you need from cross-sell recommender.

One prompt replaces the app you would otherwise install, configure, and pay for monthly.

Real purchase data

Recommendations come from actual order baskets, not generic algorithms or manual guesswork.

Saved to Shopify

Product relationships are written back to Shopify metafields so your theme can display "frequently bought together" suggestions.

Preview before write

See every recommendation pair before it is saved. Nothing changes in your store until you approve.

Credits

Pay per use. No subscription.

Cross-Sell Recommender costs 300 credits per run. Credits never expire — use them when you need them.

300 credits
How it works

Three steps. Under two minutes.

Connect your store once, then run cross-sell recommender whenever you need it.

01

Connect your store

Run the Chompute Shopify setup once inside Claude Code or Codex using your own Shopify CLI credentials.

02

Prompt the skill

Ask for cross-sell recommendations. The skill analyzes recent multi-product orders to find real purchase patterns.

03

Approve and save

Review the recommended product pairs, then approve to write them back to Shopify as metafield relationships.

Use cases

Built for real Shopify workflows.

Cross-Sell Recommender is designed for the tasks merchants actually repeat, not hypothetical edge cases.

Product page upsells

Display "customers also bought" suggestions on product pages using real data instead of manual picks.

Cart recommendations

Add suggested items at checkout based on what other customers actually purchased together.

Bundle creation

Identify natural product bundles from order data to create new bundle offers or kits.

Pricing

Pay per credit. No subscriptions.

One-time credits. No subscription. Run cross-sell analysis when you need it — 300 credits per run.

Starter
10,000
credits
$5
300 credits

Good for testing skills before committing.

Buy Credits
Secure one-time Stripe checkout
Most Popular
Growth
50,000
credits
$12
300 credits

Enough for steady use. Save 52% vs the starter pack.

Buy Credits
Secure one-time Stripe checkout
Best Value
Pro
100,000
credits
$20
300 credits

Ideal for production workflows or teams. Save 60% per credit.

Buy Credits
Secure one-time Stripe checkout

Let real data drive your recommendations.

Open Chompute, install the Shopify package, and generate cross-sell recommendations inside Claude Code or Codex.

Get started now