MBA vs RecCommerce
A dead-simple one-line-snippet recommendation widget for BigCommerce, frequently-bought-together and also-bought rendered on any page, with a true $0 entry tier.
When MBA wins
You want to see the math behind every recommendation (support, confidence, lift), rank by margin not just popularity, ship real draft-to-live bundles, and expose the same intelligence to AI shopping agents across more than one platform.
When RecCommerce wins
You run a single BigCommerce storefront, you want to paste one line of code and have related-products, FBT, and cart upsell widgets live in minutes, and a $0 or $25/mo black box is all you need.
Feature comparison
Color-striped rows favor MBA, RecCommerce, or are even. We mark each so you can scan for the trade-offs that matter to you.
| Feature | MBA | RecCommerce |
|---|---|---|
| Setup friction | Install the BigCommerce app, run one mining job, then place results via theme blocks or the API. More surface to learn (engines, thresholds, bundles) before first value. | Paste a single line of code and drop a widget on any storefront page. Genuinely the lowest-friction option here, no theme surgery. |
| Entry price for a tiny store | Free $0 tier on every platform. Paid Plus starts at $99/mo flat, or ~$79/mo on annual (no GMV or revenue share). | True $0/mo free tier on BigCommerce (to ~$2K/mo sales) and a $25/mo Basic plan, sales-volume gated but cheap to start. |
| How recommendations are derived | Six inspectable engines: sql_pairs, fp_growth (default), seasonal_cohort, return_aware, profit-aware hui, and ai_catalog for cold-start, plus a co_occurrence fallback. Every rule shows support, confidence, and lift, with synthetic-vs-observed badging. | Behavioral / sales-history engine marketed as AI. Effectively co-purchase plus popularity ranking, with no support/confidence/lift exposed. You trust the widget. |
| Margin awareness | The hui engine ranks by margin contribution, and Opportunities targets high-margin, emerging, and underperforming attach explicitly. | Frequency and popularity driven (ranked by transactions, quantity, revenue, or unique customers). No margin-aware ranking. |
| Common merchandising surfaces (PDP related, FBT, cart/checkout upsell, trending) | Covered, plus substitutions and out-of-stock fallbacks with reason codes. | Covered well: five preset widget types (Product Recommendation, Popular/Trending, Cross-Sell/FBT, Last-Step Upsell, Smart Auto). This is the bread and butter and they do it cleanly. |
| Real catalog bundles / kits | Creates actual bundles: SKU, pricing strategy, AI-generated copy, draft-to-live lifecycle, and attribution. Not just recommendation impressions. | Widget impressions only. Shows FBT but cannot assemble a real bundle product with its own SKU and pricing. |
| Agent / API / MCP access | Public REST API, a 19-tool MCP server (18 off Shopify) callable from any MCP host (Claude Desktop, Claude Code, Cursor, OpenAI Agent SDK), plus ACP discovery endpoints. | No public REST API and no MCP/ACP surface. It is a storefront widget, so it is invisible to AI shopping agents. |
| Platform reach | Five storefronts on one API contract: Shopify, BigCommerce, WooCommerce, Magento, OroCommerce. | Effectively BigCommerce-only. The Shopify listing is delisted; no WooCommerce, Magento, or OroCommerce build. |
| Data flow and privacy | Mining runs locally inside the merchant install on WooCommerce and Magento; AI is bring-your-own-key (default claude-haiku-4-5 / gpt-4o-mini) straight to your provider. (OroCommerce is a thin hosted client that proxies mining to our backend.) | Hosted vendor SaaS, so storefront and order behavior flows to their service to generate recommendations. |
| B2B support | B2B-aware mining on OroCommerce (per-organization context, cross-store insights), reorder-prediction data through the REST API, and a recommendation API for building custom B2B flows. | Consumer-only. No quote bundles, reorder cadence, or contract pricing. |
| Live install presence on BigCommerce today | BigCommerce App Marketplace submission is in preparation; private install opening shortly. | Actively listed in the BigCommerce App Marketplace with a mid-4-star rating, from a vendor focused on BigCommerce since 2010. |
Pricing snapshot
MarketBasketAnalysis
Flat, transparent plan pricing: Free ($0) and Plus $99/mo flat (or ~$79/mo on annual). One paid plan, everything in it. These are product plans, not per-platform prices, and the same plans apply across every platform. Metered on capability and compute, never on GMV. No revenue share, no add-ons.
See plansRecCommerce
Flat monthly SaaS gated by store sales volume, 15-day free trial. On BigCommerce: Free $0/mo (to ~$2K/mo sales), Basic $25/mo (to ~$100K/mo), Enterprise $99/mo (to ~$500K/mo). No transaction fees, unlimited widgets. The Shopify listing is delisted.
Visit RecCommerceThe honest verdict
If all you want is related-products, FBT, and a cart upsell widget on one BigCommerce store, RecCommerce is a fair, cheap, low-friction choice, the $0/$25 tiers genuinely undercut us at the small end and it is live in the marketplace today while our BigCommerce marketplace submission is in preparation (private install opening shortly).
RecCommerce is a black box: the AI ranking is opaque, popularity/frequency-driven, and not margin-aware. MBA exposes support, confidence, and lift on every rule and adds a profit-aware hui engine, so you can audit and tune what gets recommended.
MBA is the layer underneath the widget. It builds real draft-to-live bundles (SKU, pricing, AI copy, attribution), not just impressions, and runs the same intelligence across five platforms instead of one.
The load-bearing difference is agent reach: RecCommerce has no API and no MCP/ACP surface, so AI shopping agents can't see it. MBA ships a public REST API plus a 19-tool MCP server (18 off Shopify) callable from any MCP host.
Pick RecCommerce if 'paste one line, ship a widget on BigCommerce' is the whole job. Pick MBA if you want inspectable math, margin-aware ranking, real bundles, B2B, and agent-callable recommendations you own.
Want the full buyer's deep-dive?
This page is the per-vendor short version. For the long version, read “MBA vs Bloomreach” (8 pages on the enterprise-vs-mid-market trade-off) or “MBA vs the widget cluster” (4 pages of pricing math vs Glood, Rebuy, and PickyStory).
Try MBA on your own store
14-day money-back guarantee on all paid platforms. WP.org free tier on WooCommerce. No credit card required for the free path.