MBA vs Leo Product Recommendations for WooCommerce
A lightweight WooCommerce plugin that shows curated product suggestions in an eye-catching add-to-cart popup or grid/slider.
When MBA wins
If you want recommendations actually derived from your real co-purchase data with inspectable support/confidence/lift, real-SKU bundles, A/B testing, and the same engine across multiple storefronts and AI agents, MarketBasketAnalysis is the substantially deeper system.
When Leo Product Recommendations for WooCommerce wins
If you run a single WooCommerce store and just want a clean, low-cost post-add-to-cart upsell popup with manually curated or category/tag/on-sale picks and no data pipeline to think about, Leo is simpler and cheaper to stand up.
Feature comparison
Color-striped rows favor MBA, Leo Product Recommendations for WooCommerce, or are even. We mark each so you can scan for the trade-offs that matter to you.
| Feature | MBA | Leo Product Recommendations for WooCommerce |
|---|---|---|
| Recommendation intelligence | Explainable co-purchase mining with six engines (SQL pairs, FP-Growth default, profit-aware HUI, AI catalog cold-start) emitting support/confidence/lift, with rules inspectable in-admin. | Manual product selection plus dynamic picks by category, tag, on-sale, random, or product range; no order-history co-purchase mining. |
| Post-add-to-cart popup / cart upsell UX | Post-purchase upsell, cart drawer, and recommendation surfaces built in. | Core strength: polished AJAX add-to-cart popup, plus grid and slider layouts with page-builder compatibility (Elementor, Divi, WPBakery, Gutenberg). |
| Bundles and offer formats | Real-SKU bundles with BYOB, volume, BOGO, and virtual formats, plus substitutions. | Recommendation lists/popups only; no native bundle, BOGO, or volume-deal builder. |
| A/B testing and analytics | Built-in A/B testing reporting lift with confidence intervals. | No A/B testing or recommendation analytics documented. |
| Multi-platform reach | One API contract across Shopify, BigCommerce, WooCommerce, Magento, and OroCommerce. | WooCommerce only. |
| Agent-native / API access | Public REST API, a 19-tool MCP server (18 off Shopify), and ACP/agentic-commerce endpoints. | WordPress filter/action hooks and template overrides for developers; no public recommendation REST API or MCP/agent endpoints. |
| B2B features | 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. | No B2B-specific features. |
| Privacy / data locality | Mining runs locally inside the merchant install on Woo/Magento; AI is bring-your-own key. | Runs entirely inside the self-hosted WooCommerce/WordPress install; no external data send. |
| Pricing model and cost to start | Flat transparent pricing with a free $0 tier, Plus $99/mo (or ~$79/mo on annual), and no GMV or revenue-share. | Free tier plus a low-cost annual Pro license (roughly $35 to $79/yr), no GMV or revenue-share. |
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 plansLeo Product Recommendations for WooCommerce
Freemium WordPress plugin: free tier on WordPress.org plus a paid Pro license (annual, roughly $35 to $79/yr depending on listing) that unlocks slider layouts, dynamic selection, and styling controls. No GMV or revenue-share.
Visit Leo Product Recommendations for WooCommerceThe honest verdict
Leo Product Recommendations is a focused, affordable WooCommerce popup/upsell plugin (~400+ active installs, 5/5 from a small review count) that does its one job well: showing curated or rule-based suggestions at the add-to-cart moment.
Its recommendations are driven by manual picks or simple dynamic rules (category, tag, on-sale, random), not by mining your actual order history, so it has no support/confidence/lift, no A/B testing, and no analytics.
MarketBasketAnalysis is a different tier of product: explainable co-purchase mining across six engines, real-SKU bundles and offer formats, A/B testing with confidence intervals, and B2B-aware mining workflows.
MBA also spans five storefronts on one API contract and is agent-native (REST API, 19-tool MCP server (18 off Shopify), ACP endpoints), whereas Leo is WooCommerce-only with developer hooks but no recommendation API.
Pick Leo if you want a cheap, simple cart-upsell popup on one Woo store; pick MarketBasketAnalysis if you want data-driven, explainable recommendations, bundles, testing, and multi-platform or agent integration.
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.