Connect your store and your forecast is ready in minutes. No CSV exports. No spreadsheets in the loop.
We've watched merchants hit each of these — and they all surface around the same SKU count. MLmargin closes the gap without adding another tool to the stack.
Shopify lets you create unlimited products. Past about a thousand SKUs, every dashboard becomes a wall of numbers and the human-readable view goes away.
MLmargin keeps the surface lean. Drill into any SKU to see how it sold and where it's headed — without scrolling through everything else.
Off-the-shelf forecasting tools give every store the same model. Fast-growing storefronts, new launches, and seasonal categories don't behave like the dataset the model was trained on.
We fit a model to your data. No one-size-fits-all. The algorithm that runs on your store is picked because it's the one that performs best on your data — not because it's the default.
More SKUs means more stockouts, miscounts, and inventory errors. Each one bites margin: lost sales on the empty side, holding cost and write-downs on the full side.
A replenishment recommendation per SKU that weighs the cost of stocking out against the cost of holding too much. Reduce delivery time, improve customer loyalty, and turn inventory faster.
Tell us about your store and we'll get you onboarded in the early-access cohort. The Shopify install handles the connection — no engineering required.
