Stockout Risk vs Inbound Arrival Check with an AI Skill on the Selling Partner MCP for Amazon Sellers

What they did

Kuudo's read-only Stockout Prevention skill runs in an MCP client such as Claude or ChatGPT. Through the Amazon Selling Partner MCP, it pulls live FBA inventory, FBA-only sales velocity over the last 30 complete days, and Amazon's own days of supply and recommended ship-in quantity from the inventory planning report. It bands each SKU as out of stock, critical, warning or healthy, compares each at-risk SKU's stockout date with its inbound shipments' arrival windows, and ends with the single most important next action.

How it went

These are vendor docs with no customer results. The output is a days-of-cover table with the data source named for each row. Estimates are labelled as estimates, and 'healthy is an answer' when nothing is at risk.

We only report what the source says. Results are self-reported unless noted.

Worth knowing

It is read-only: it never changes a price, listing or shipment, and it never suggests price as a lever. Kuudo was in beta access at the time.

Copy-paste prompt

Which of my FBA SKUs are at risk of stocking out in the US? Use Amazon's planning numbers where you can, rank by days of cover, and check whether my inbound shipments land before each at-risk SKU runs out.

This prompt is quoted or closely adapted from the original source. Replace anything in [brackets].