MBA vs Bloomreach Discovery
Enterprise AI-native site search, merchandising, and recommendations built on the Loomi AI engine and 12+ years of commerce data.
When MBA wins
If you want explainable co-purchase recommendations and real-SKU bundles you can inspect and tune in-admin, the same intelligence across five storefronts including WooCommerce and OroCommerce, first-party privacy, and flat transparent pricing (including a free Woo tier) without an enterprise sales cycle, MarketBasketAnalysis wins.
When Bloomreach Discovery wins
If you are an enterprise retailer who needs best-in-class AI site search, autonomous merchandising, SEO landing pages, and deep personalization across a large catalog and high traffic, and you have the budget and team for an annual enterprise contract, Bloomreach is the stronger, more mature platform.
Feature comparison
Color-striped rows favor MBA, Bloomreach Discovery, or are even. We mark each so you can scan for the trade-offs that matter to you.
| Feature | MBA | Bloomreach Discovery |
|---|---|---|
| Recommendation transparency / explainability | Explainable co-purchase mining across six engines (sql_pairs, fp_growth default, seasonal_cohort, return_aware, profit-aware HUI, ai_catalog cold-start), plus a co_occurrence fallback emitting support, confidence, and lift; every rule is inspectable in-admin. | AI/ML personalization recommendations powered by the Loomi engine; relevance is model-driven and largely a black box, not surfaced as inspectable support/confidence/lift rules. |
| AI site search and merchandising | Not a search product; focuses on co-purchase recommendations, bundles, substitutions, and upsell rather than query understanding or searchandising. | Core strength: AI-native autonomous search, query understanding, category optimization, and a full merchandising dashboard with ranking controls. |
| Storefront coverage | Same intelligence on one API contract across 5 storefronts: Shopify, BigCommerce, WooCommerce, Magento, and OroCommerce. | Connectors for Shopify, BigCommerce, Magento, Salesforce Commerce Cloud, and Commercetools; no WooCommerce or OroCommerce support. |
| Agent-native interface (REST API + MCP) | Public REST API plus a 19-tool MCP server (18 off Shopify) and ACP/agentic-commerce endpoints purpose-built for the recommendation domain. | Loomi Connect is a remote MCP server (Streamable HTTP) exposing MCP/UCP/ACP across search, discovery, and marketing, with Node/Python/TS sample clients; broader surface area, but enterprise-licensed. |
| Data privacy and where mining runs | First-party: mining runs locally inside the merchant install (Magento/Woo), AI is bring-your-own Anthropic/OpenAI key. (Oro is a thin hosted client.) | Hosted SaaS; catalog and behavioral data are indexed and processed in Bloomreach's cloud. |
| Pricing model and transparency | Flat, public pricing: a free $0 tier, then Plus $99/mo (or ~$79/mo on annual), with no GMV or revenue share. | Quote-based, annual-only, module plus usage pricing tied to catalog size and API volume; no free tier and no public price, requiring a sales cycle. |
| Bundles, substitutions, and post-purchase upsell | Real-SKU bundles, substitutions, and post-purchase upsell with built-in A/B testing. | Recommendation and merchandising widgets support cross-sell and upsell placements with A/B testing, though oriented around personalization rather than explicit real-SKU bundle objects. |
| B2B commerce depth | B2B-aware mining on OroCommerce and reorder-prediction data via the REST API, in addition to standard B2C flows. | Primarily B2C discovery and personalization; B2B is supported via the broader platform but not via dedicated RFQ/quote-bundle or reorder-prediction features in Discovery. |
| Maturity, scale, and proven enterprise track record | Younger, focused product; strong on the recommendation/bundle niche but without a large enterprise reference base. | Mature platform with 1,400+ customers (PUMA, Bosch, Canadian Tire) and 12+ years of commerce data behind its models. |
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 plansBloomreach Discovery
Quote-based, annual-only enterprise contracts. Pricing is module-based (Discovery, Content, Engagement) plus usage-based, scaling with catalog size (indexed documents), API call volume, and traffic. No free tier and no public list price; mid-market deals commonly land in the low-to-mid five figures per year and scale to six and seven figures for large retailers.
Visit Bloomreach DiscoveryThe honest verdict
Different center of gravity: Bloomreach Discovery is an enterprise search-and-merchandising suite where recommendations are one module; MarketBasketAnalysis is a focused, explainable co-purchase and bundling engine. If your top pain is site search relevance and merchandising at scale, Bloomreach is the right tool.
Explainability is the clearest divide. MBA exposes support/confidence/lift and lets you inspect and tune every rule in-admin across six engines; Bloomreach's Loomi-driven recommendations are model-internal, so you trade auditability for hands-off AI.
On agentic commerce the gap is smaller than you'd expect: Loomi Connect is a real MCP/UCP/ACP server with multi-language sample clients, so we call that an even fight versus MBA's REST API plus 19-tool MCP server (18 off Shopify), though Bloomreach gates it behind an enterprise license.
Coverage and cost favor MBA for SMB and mid-market: WooCommerce and OroCommerce support, first-party/on-store mining with bring-your-own AI keys, and flat public pricing (free $0 tier, $99 Plus) versus a quote-only annual enterprise contract with no free entry point.
Honest call: pick Bloomreach if you're an enterprise that needs the whole discovery stack and can fund it; pick MBA if you want transparent, tunable co-purchase recommendations and real-SKU bundles across more platforms without a sales cycle.
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.