Supply Chain Optimization Shopifyv0.1.0

A Shopify DTC brand spending 40% of revenue on ads but seeing low repeat purchases. Analyzes ad efficiency, LTV/CAC ratio, and suggests reducing ad spend to improve net margin from 5% to 15%.

A store using ShipBob with high fulfillment fees eating into profit. Compares 3PL fees against benchmarks to recommend renegotiating or switching providers, targeting shipping ratio under 12%.

A Shopify merchant with 120 days of inventory on hand and negative cash flow. Uses the tool to diagnose inventory turnover and cash cycle, advising to run a flash sale to reduce inventory days to 45.

A subscription box DTC company with LTV/CAC of 1.8 and high churn. Analyzes customer repeat rate and ad spend to recommend improving retention through loyalty programs and targeting higher LTV segments.

Recurring revenue model with emphasis on customer retention and LTV. High CAC is offset by predictable repeat purchases, but requires tight control over churn and ad spend.

Selling products with high average order value ($100+). Lower relative payment processing fees and shipping costs, but high ad spend to acquire customers with significant lifetime value.

Selling cheap items ($10-30) with high volume. Thin margins require extremely efficient logistics and low CAC, often relying on viral marketing or repeat purchases to offset low LTV.