MarketBasketAnalysis on every platform you sell on
One product family across WooCommerce, Magento and Adobe Commerce, Shopify, BigCommerce, and OroCommerce. The intelligence is the same on all five: real co-purchase mining, storefront widgets, a public REST API, and an MCP server for agents. This page shows what differs, so you can see exactly how MBA fits your stack.
A published bundle becomes a real, discounted offer
When you publish a bundle, it goes live on the storefront with a real discount on all five platforms. On Magento and Shopify that is a native bundle product. On BigCommerce, WooCommerce, and OroCommerce it is an automatic storefront discount that applies on its own when the bundle's items are in the cart. No manual coupon codes, no separate merchandising step.
Magento / Adobe Commerce
Native Magento bundle product
Publishing creates a native Magento bundle product at a fixed bundle price, live in your catalog and priced through Magento's own bundle pricing.
Shopify
Native Shopify bundle product
Publishing creates a native Shopify bundle product through the Bundles API, live on the storefront as a real product shoppers can add to cart.
BigCommerce
Automatic cart-level promotion
Publishing creates an automatic cart-level storefront promotion, no catalog change, plus the Frequently Bought Together widget. The discount applies at the cart on its own when the bundle's items are present.
WooCommerce
Automatic storefront coupon
Publishing creates an automatic storefront coupon that applies when the bundle's items are in the cart, plus the Frequently Bought Together widget. No manual coupon codes for the shopper.
OroCommerce
Native Oro promotion rule
Publishing creates a native Oro promotion rule scoped to the bundle's products, plus the Frequently Bought Together widget. The discount applies through Oro's own promotion engine.
The same engine set, with the plan gate per platform
On Magento, Shopify, BigCommerce, and WooCommerce every plan runs the deterministic miners: co_occurrence (the always-on default and universal fallback) plus sql_pairs, fp_growth, seasonal_cohort, and return_aware on your real order history. The ai_catalog cold-start miner and the profit-aware hosted HUI engine are where the plan gate moves. OroCommerce runs a focused hosted lineup: co_occurrence as the default, with fp_growth, HUI, and ai_catalog on Plus.
| Capability | Magento / Adobe Commerce | Shopify | BigCommerce | WooCommerce | OroCommerce |
|---|---|---|---|---|---|
| co_occurrence (default + universal fallback) | Free | Free | Free | Free | Included (default) |
| sql_pairs, seasonal_cohort, return_aware | Free | Free | Free | Free | Not available |
| fp_growth (default deterministic miner) | Free | Free | Free | Free | Plus (hosted) |
| ai_catalog (LLM cold-start miner) | Plus | Free | Plus | Free (BYO key) | Plus |
| hosted HUI (profit-aware, margin-weighted) | Plus | Plus | Plus | Plus | Plus |
The ai_catalog engine is free on WooCommerce (with a bring-your-own LLM key) and Shopify, and it is a Plus feature on BigCommerce, Magento, and OroCommerce. The profit-aware hosted HUI engine is a Plus feature on every platform. See the engines reference for the per-engine detail.
Two plans everywhere: Free $0 and Plus $99 / month flat
The same two plans apply on every platform. Free ships the FBT widget, the post-purchase upsell, the deterministic engines, and explainable badges. Plus at $99 / month flat unlocks the hosted profit-aware engine, the cart drawer, the public REST API, and the full agent surface. Every plan is metered on capability and compute, never on GMV. The billing rail is the only real difference.
| Platform | Plans | Price | Billing |
|---|---|---|---|
| Magento / Adobe Commerce | Free, Plus | $0 / $99 mo | Stripe + license key |
| Shopify | Free, Plus | $0 / $99 mo | Shopify Billing API (14-day trial) |
| BigCommerce | Free, Plus | $0 / $99 mo | Stripe (14-day trial) |
| WooCommerce | Free, Plus | $0 / $99 mo | Stripe + license key |
| OroCommerce | Free, Plus | $0 / $99 mo | Stripe + license key |
The same conversion surfaces and agent access on all five
The FBT widget, cart drawer, and post-purchase upsell ship on every platform and reuse the same recommendation engine. The customer-facing Bundle Builder ships on Magento, Shopify, BigCommerce, and WooCommerce. The public REST API and the MCP server ship on all five, so any agent host can query your store's real co-purchase intelligence. The injection point for the storefront widget is the main thing that differs.
| Capability | Magento / Adobe Commerce | Shopify | BigCommerce | WooCommerce | OroCommerce |
|---|---|---|---|---|---|
| Frequently Bought Together widget | Hyva + Luma blocks | Theme app extension | Scripts API | Shortcode + block | Layout YAML + Twig |
| Post-purchase upsell (Free) | Yes | Yes | Yes | Yes | Yes |
| Cart drawer with AOV progress (Plus) | Yes | Yes | Yes | Yes | Yes |
| Bundle Builder (customer-facing) | Yes | Yes | Yes | Yes | Not available |
| Public REST API | Yes | Yes | Yes | Yes | Yes |
| MCP server (agent-callable tools) | Yes | Yes | Yes | Yes | Yes |
The MCP server exposes agent-callable tools to any MCP host (Claude Desktop, Claude Code, Cursor, Cline, the OpenAI Agent SDK). The predict_reorder tool is gated to Shopify by default; set MBA_PLATFORM=shopify to use it against another platform. See the MCP docs and the REST API docs.
How MBA installs and runs on each platform
The install shape and the hosting model differ. Here is the short version for each, with a link to the full platform page.
Magento / Adobe Commerce
Native composer module for Magento Open Source and Adobe Commerce. Mining runs inside your own install on Magento's cron. Published bundles land as native bundle products.
Open the Magento / Adobe Commerce pageShopify
Embedded Remix + Polaris app, billed through the Shopify Billing API. ai_catalog is free here, and published bundles become native Shopify bundle products through the Bundles API.
Open the Shopify pageBigCommerce
OAuth install with per-store mining on MBA-hosted infrastructure. Published bundles go live as an automatic cart-level promotion with no catalog change, alongside the FBT widget.
Open the BigCommerce pageWooCommerce
WordPress plugin with local-first mining. Free ships four deterministic engines plus ai_catalog with a BYO LLM key. Published bundles apply an automatic storefront coupon when their items are in the cart.
Open the WooCommerce pageOroCommerce
Composer bundle for B2B catalogs. A thin client proxies mining to the MBA hosted backend rather than running engines locally. Published bundles apply a native Oro promotion rule scoped to the bundle's products.
Open the OroCommerce pageWant the developer-grade breakdown?
The docs carry the cross-marketplace table with the install shape, widget injection, API auth, and scheduling for each platform, plus the per-platform install guides.
Pick your platform and get bundles live
Install in under 10 minutes on WooCommerce (ZIP or WP-CLI), Magento and OroCommerce (Composer), or Shopify (direct install by request); the BigCommerce private install is opening shortly. Published bundles go live automatically, as a native bundle product or an automatic storefront discount.