I am testing a read-only inventory decision workflow for small Shopify stores, and the hardest problem is not calculating a stockout date it is making the recommendation credible enough for a merchant to change a real purchase order.
The current explanation shows sales velocity, supplier lead time, safety stock, incoming inventory, MOQ rounding, estimated revenue at risk and cash required. It never places an order or edits inventory.
If you manage inventory, which evidence would you need before trusting a reorder recommendation? And which signal would make you ignore it immediately?
SellerPilot is a read-only Shopify inventory and cash guardrail. It forecasts stockout dates, calculates MOQ-adjusted reorder quantities, estimates revenue at risk and cash trapped in slow inventory, and turns fulfillment and margin exceptions into a daily action brief. Add supplier lead time, safety stock, incoming inventory and unit cost per SKU. The live Agent explains authorized store data but cannot modify your shop or access customer identity fields.
