Skip to content

[Commerce] Add Etsy bundle recommendation capability from order-item co-purchases #160

Description

@Nickel85

Goal

Suggest bundles based on sold order item patterns, listing names, variations, and order composition.

Recommendation Examples

  • Items frequently purchased together.
  • Seasonal theme bundles such as patriotic, Father's Day, dog mom, or bow/cookie-cutter sets.
  • Physical full-set vs individual cutter bundles.
  • Digital STL bundle opportunities.

Acceptance Criteria

  • Detects multi-item orders and co-purchase patterns from order-item exports.
  • Groups candidate bundles by listing theme, item name terms, variations, and buyer/order behavior.
  • Produces structured bundle recommendations with evidence, confidence, expected benefit, and required user review.
  • Separates digital-download bundle recommendations from physical-product bundle recommendations.
  • Avoids inventing products not supported by listing/order evidence.
  • Logs recommendation decisions for future performance comparison.
  • Includes tests for multi-item orders, single-item orders, themed item names, and variation-based bundles.

Metadata

Metadata

Assignees

No one assigned

    Labels

    area: commerceCommerce agents, storefront APIs, inventory, orders, listings, and seller workflowsenhancementNew feature or requestroadmap: etsy-ad-managementEtsy listing, order, ad analytics, and LLM recommendation roadmap track

    Projects

    Status
    Todo

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions