Recommend bundles that grow margin, not just clicks.
MarketBasketAnalysis for Shopify mines your real co-purchase history, ranks opportunities by profit lift, and pushes them to your storefront as native Shopify Bundles. Plus an MCP server any AI agent can query against your real catalog.
$49/month · 14-day free trial · billed through Shopify · cancel anytime
What you get on day one
- ✓Real co-purchase mining across the last 90 days of orders
- ✓Profit-aware ranking with HUI engine
- ✓AI catalog mining for new stores (with your LLM key)
- ✓Native Shopify Bundle product push
- ✓Theme app extension for PDP FBT widget
- ✓Public REST API + Basket AI MCP server (8 tools)
- ✓14-day free trial, Shopify Billing
The full feature set
No tier-gated mining engines, no usage caps, no rev-share on impressions. Everything ships in the $49/month plan.
Four mining engines
sql_pairs, fp_growth, HUI (revenue-weighted), and ai_catalog (cold start). Picks the right engine for your store size + history depth.
Profit-aware ranking
HUI ranks itemsets by total margin contribution, not just frequency. Cost-mode integration pulls from your Shopify Cost of Goods so margin lift is a first-class metric.
Native Shopify Bundles
Push an opportunity straight into a Shopify Bundle product. AI-generated name + description via your own Anthropic or OpenAI key.
Embedded admin app
Native Polaris UI inside Shopify admin. Run a job in one click, review opportunities ranked by score, push the ones you like to your storefront.
Theme app extension
Frequently Bought Together block drops on any PDP via the theme customizer. Dawn, Sense, Refresh, and most third-party themes work out of the box. No code edits.
MCP server for agents
Basket AI: four named agents (Discovery, Bundle, Insight, Replenishment) over eight typed MCP tools any compatible agent can call (get_recommendations, find_substitutes, get_bundle_for_cart, propose_quote_bundle, score_cross_sell, analyze_basket, predict_reorder, propose_subscription_bundle). Works with Claude Desktop, Claude Code, Cursor, Cline, OpenAI Agent SDK.
Bring your own LLM key
Anthropic or OpenAI keys are encrypted-at-rest in your shop's row. AI bundle copy + ai_catalog cold start use your provider, not ours.
AI catalog cold start
Brand-new store with zero orders? ai_catalog engine mines pairings from product metadata via your LLM. Real co-purchase data takes over once orders accumulate.
Four steps, under 10 minutes
Install
Request a private install link (early access) or install from the Shopify App Store (once live). OAuth approves write_products + read_orders.
Run your first mining job
Pick an engine + window (default 90 days). Mining typically completes in under a minute on stores up to ~100k orders.
Review opportunities
Ranked rules show in /app/opportunities with support, confidence, lift, and revenue-weighted score. Inspect every pairing.
Push to storefront
One click turns an opportunity into a Shopify Bundle product. Drop the theme app extension on the PDP. Done.
Early access (Custom Distribution)
The Shopify App Store listing is in review. Until it goes live, you install via a private link we email after a quick form submit, typically within one business hour. The app, billing, and feature set are identical to what you'll get post-approval. Email [email protected] with any questions.
Ready to try MarketBasketAnalysis on your Shopify store?
Early-access install link via /contact, typically within one business hour. $49/month with a 14-day trial billed through Shopify.