shopify-admin-cross-sell-opportunity-finder

What problem does it solve?

Identifies products that are frequently purchased alone and recommends complementary cross-sell partners that are missing from current buying behavior.

Core Features & Use Cases

• Cross-sell opportunity detection: Flags “solo-heavy” products using single-item order rates over a configurable lookback window.
• Partner recommendation logic: Suggests missing cross-sell pairings via vendor/type compatibility, price-tier complementarity, and customer cohort overlap.
• Read-only reporting: Produces an actionable CSV output without mutating store data.

Use case: When customers often buy a main item alone (e.g., a cleaning solution), the skill finds partner products that customers should reasonably add (e.g., accessories or complementary products) and outputs a ranked list for implementation in cart drawer or “Customers also bought”.

Quick Start

Use the skill to analyze the last 180 days of orders for cross-sell opportunities and generate a CSV report for implementation decisions.