Claude for Amazon

FBA inventory

Build a restock view from real demand

Combine recent unit demand, available and inbound inventory, replenishment lead times, and planned events into a restock view. The output shows assumptions and scenarios rather than treating a forecast as certainty.

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Works with Amazon

Build a restock view from real demand illustration

Describe the task

Start with a bounded request

Combine recent unit demand, available and inbound inventory, replenishment lead times, and planned events into a restock view. The output shows assumptions and scenarios rather than treating a forecast as certainty.

Prompt 
Build an FBA restock view for [BRAND / MARKETPLACE] from the sales, inventory, inbound, and lead-time data I provide. Normalize the periods, calculate sales pace and estimated days of cover, and show base, slower, and faster demand scenarios. Prioritize SKUs by stockout risk and propose reorder timing and quantities, with every formula and assumption visible.

Do not create shipments, purchase orders, or inventory changes.
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Provide the working context

Bring the source material Claude should trust

  • Recent unit sales by SKU and the period each figure covers
  • Current available, reserved, inbound, and non-sellable inventory
  • Production, prep, transit, receiving, and reorder lead-time assumptions

Review what Claude does

Inspect the reasoning and the proposed output

  • Calculates comparable sales pace and estimated days of cover from supplied data
  • Builds base, slower, and faster demand scenarios
  • Flags SKUs where inbound timing or inventory status creates uncertainty
  • Prioritizes proposed reorder dates and quantities for operator review

Ready to run it?

Open the prepared prompt, then keep the final call with the operator.

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FAQ

Review the working boundaries

Is the restock output a forecast or an order recommendation?

It is a planning view built from the demand, inventory, inbound, and lead-time assumptions you provide. The strongest version shows multiple demand scenarios and every formula, then highlights where receiving timing or inventory status could change the answer. The operator still reviews quantities and timing before any purchase or shipment decision.

What context should I provide first?

Start with recent unit sales by SKU and the period each figure covers. Then provide current available, reserved, inbound, and non-sellable inventory. Keep dates, marketplaces, ASINs, and source definitions attached to the material so Claude can distinguish current evidence from background context.

What should be reviewed before acting?

A SKU-level restock plan with days-of-cover estimates, scenario ranges, timing risks, and explicit assumptions. Before approval, check the source records, stated assumptions, and every proposed change against the current account context.