MBA vs Bundler - Product Bundles
A polished, affordable Shopify-only app for building manual product bundles, Mix and Match offers, and volume discounts to lift average order value.
When MBA wins
If you want bundles that are discovered from your actual co-purchase data (support/confidence/lift you can inspect), the same intelligence across Shopify plus BigCommerce, WooCommerce, Magento, and OroCommerce, or programmatic/agent access via REST and MCP, MBA is the better fit.
When Bundler - Product Bundles wins
If you run a single Shopify store and just want a cheap, Built-for-Shopify-certified app to hand-build bundles, Mix and Match offers, and volume discounts with a clean storefront widget, Bundler is faster to set up and costs a fraction of MBA.
Feature comparison
Color-striped rows favor MBA, Bundler - Product Bundles, or are even. We mark each so you can scan for the trade-offs that matter to you.
| Feature | MBA | Bundler - Product Bundles |
|---|---|---|
| Bundle creation and merchandising (classic, Mix and Match, volume/quantity breaks, BOGO, landing pages) | Real-SKU bundles plus substitutions and post-purchase upsell, generated from mined rules and editable in-admin | Deep, mature manual bundle builder: classic, Mix and Match, tiered and sectioned, volume breaks, BOGO, custom landing pages, funnel upsells |
| How bundle recommendations are decided | Explainable co-purchase mining with 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 | Merchant manually picks which products go in each bundle; offers a frequently-bought-together display but no exposed mining metrics or rule transparency |
| Platform coverage | One API contract across 5 storefronts: Shopify, BigCommerce, WooCommerce, Magento, OroCommerce | Shopify only |
| Programmatic and agent access | Public REST API, a 19-tool MCP server (18 off Shopify), and ACP/agentic-commerce endpoints | No public API or MCP; configured through the Shopify admin UI |
| Bundle analytics and reporting | Mining metrics (support/confidence/lift) plus built-in A/B testing of bundle and upsell variants | Executive tier adds bundle analytics, revenue tracking, conversion graphs, and sales insights |
| Data privacy and where intelligence runs | First-party: mining runs locally inside the merchant install (Magento/Woo) and AI is bring-your-own Anthropic/OpenAI key (Oro is a thin hosted client) | Hosted Shopify app; bundle config and order data flow through the vendor's service, standard for an app-store app |
| B2B capabilities | 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. | Mentions wholesale bundles, but no RFQ/quote workflow or reorder prediction |
| Price and billing model | Flat transparent pricing: free $0 tier, Plus $99/mo (or ~$79/mo on annual), no GMV or revenue share | Free plan, Premium $9.99/mo, Executive $19.99/mo, flat with no revenue share |
| Maturity, ratings, and ecosystem trust | Newer, multi-platform analytics-first product without a large public review base yet | 4.9/5 from 2,316 reviews and Built for Shopify certification, with 40,000+ merchants and years of Shopify-specific track record |
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 plansBundler - Product Bundles
Free plan (Buy X Get Y, volume discounts, product-page upsells, POS), Premium $9.99/mo (Mix and Match, tiered and sectioned bundles, custom landing pages, funnel upsells), Executive $19.99/mo (bundle analytics, revenue tracking, conversion graphs). 7-day free trial on paid tiers, billed in USD, no GMV or revenue share.
Visit Bundler - Product BundlesThe honest verdict
Bundler and MBA are not really the same tool: Bundler is a mature, cheap, Shopify-native bundle builder where you hand-pick the products, while MBA is a cross-platform engine that mines your co-purchase data into explainable rules (support/confidence/lift) and then turns them into bundles.
If you're a single-store Shopify merchant who already knows which products go together and just wants a clean, Built-for-Shopify widget at $0 to $19.99/mo, Bundler will be faster and cheaper, and its 2,316 reviews mean it's battle-tested.
Reach for MBA when 'which products to bundle' is the actual question, when you run more than one storefront (BigCommerce/Woo/Magento/Oro alongside Shopify), when you need a REST API or MCP server for agents, or when you want B2B-aware mining and reorder-prediction data via the API.
Honest tradeoff: MBA's $99 Plus tier is an order of magnitude pricier than Bundler's $19.99, and Bundler has a far larger public review base. You pay MBA for portability, transparency, and programmatic access, not for a slicker bundle widget.
On analytics it's genuinely close: Bundler's Executive tier gives solid revenue and conversion reporting; MBA's edge is that it shows you the mining metrics behind each suggestion and lets you A/B test variants.
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.