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Glood.AI’s Bundle Engine: AI-Powered Product Bundling

Glood.AI’s bundle engine combines artificial intelligence with merchant controls to create compelling product bundles that increase average order value. Our engine analyzes purchase patterns, product relationships, and customer behavior to automatically identify the best product combinations for your store.

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How Bundles Work

Glood.AI bundles are Shopify products with multiple components — each component represents a product option within the bundle. When a customer selects different components, the bundle variant changes accordingly, updating pricing and availability in real time.

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Bundle Types

AI-Generated Bundles

Automatically created by analyzing purchase patterns, product relationships, and browsing behavior across your store

Manual Bundles

Merchant-curated bundles with hand-picked product combinations, ideal for seasonal promotions and strategic merchandising

Custom Bundles

Customer-facing customizable bundles where shoppers can select from predefined product options within each component slot

Frequently Bought Together

Data-driven bundles based on actual co-purchase patterns, displayed as “frequently bought together” on product pages

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AI Model Stack

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Purchase Pattern Analysis

Our proprietary models analyze millions of transactions to identify:
  • Co-purchase frequency — products commonly bought in the same order
  • Sequential purchase patterns — products bought within a defined time window
  • Category affinity — cross-category product relationships
  • Price point compatibility — products at complementary price ranges

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Product Relationship Signals

The bundle engine processes multiple data signals to score product combinations:
  • Behavioral signals — browsing, cart additions, and purchase co-occurrence
  • Attribute similarity — shared tags, collections, vendors, and product types
  • Visual similarity — style and aesthetic matching via image analysis
  • Semantic similarity — product description and title analysis for complementary items

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Dashboard Configuration

Merchants control bundle behavior through the Glood Dashboard:

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Bundle Creation

  • AI Suggestions — review and approve AI-generated bundle recommendations
  • Manual Builder — select products and configure components with a point-and-click interface
  • Discount Rules — set percentage or fixed-amount discounts for bundle purchases
  • Inventory Sync — automatic real-time inventory tracking across bundle components

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Display Settings

  • Placement — product page, collection page, or component selector
  • Layout — horizontal or vertical product card arrangements
  • Styling — fully customizable templates with CSS and Liquid
  • Mobile — responsive layouts with compact mode support

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Key Features in Brief

  • Automatic discount application via Shopify’s native discount functions
  • Real-time variant management — bundles are Shopify products with synced variants
  • Two display modes — full bundle view and component selector for product pages
  • Customizable templates — Liquid + JS hooks + CSS, same architecture as recommendation sections
  • Analytics tracking — conversion, revenue attribution, and click-through rates per bundle
  • Multi-language support — fully translatable UI with locale-based strings

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Explore Further