Analyze Shopify supply chain efficiency

Diagnose supply chain bottlenecks and costs

E-commerce sellers needing platform-specific margin analysis and inventory optimization faster than manual spreadsheets.

• · AOV and payment fee (2.9% + $0.30)
• · 3PL fulfillment fee per order and storage per unit
• · Ad spend ratio and Customer Acquisition Cost

• · Margin health table with DTC-specific benchmarks
• · LTV/CAC ratio and ad spend efficiency
• · Inventory turnover and cash cycle analysis

• · Shopify Admin API

• · Shopify API token for order/product data (optional for basic analysis)
• · User provides estimated metrics if API unavailable

• · Zero repeat purchase rate causes LTV calculation to fail
• · Shopify API rate limits block real-time order fetch

• · Hardcoded benchmark thresholds for health scoring
• · Direct API integration with credential resolution fallback