Jun 13, 20262 min read

Inventory Forecasting: How to Predict Stock You'll Need

What inventory forecasting is, how it differs from demand forecasting, the formula and inputs, and how to forecast stock per SKU and channel.

Ryan WaranauskasRyan Waranauskas
The short answer

Inventory forecasting predicts how much stock you will need over a future period so you reorder the right amount at the right time. It combines a demand forecast with lead time and safety stock: stock needed = (forecast daily demand × lead time) + safety stock, calculated per SKU and per channel.

Key takeaways
  • Inventory forecasting predicts the stock you need to hold and reorder, not just demand.
  • Stock needed = (forecast daily demand × lead time) + safety stock.
  • Demand forecasting is the input; inventory forecasting is the buying decision you act on.
  • Remove stockout days from history so the forecast does not under-order your best sellers.
  • Forecast each channel separately: Amazon, TikTok Shop, and your warehouse move differently.

Demand forecasting tells you how much you will sell. Inventory forecasting answers the question that actually keeps you in stock: given that demand, how much stock do I need to hold and reorder, and when? It is where a forecast turns into a buying decision.

Summary

Inventory forecasting predicts the stock you need over a period by combining a demand forecast with lead time and a safety buffer. It is what sets your reorder point.

Inventory forecasting vs demand forecasting#

They are related but not the same.

  • Demand forecasting predicts customer demand: units you expect to sell.
  • Inventory forecasting takes that demand, adds your lead time and safety stock, and predicts the stock you need to have on hand and to reorder.

Demand forecasting is the input. Inventory forecasting is the output you act on.

The inputs you need#

A useful inventory forecast pulls together:

  • Demand forecast per SKU, per channel (the units you expect to sell).
  • Current stock: on-hand plus in-transit.
  • Lead time, the full clock from reorder to sellable, not just shipping.
  • Safety stock to cover the variability the forecast misses.
  • Known events: promotions, launches, and seasonality.

The core formula#

At its simplest, the stock you need to cover a period is expected demand during the lead time plus a buffer:

Stock needed = (Forecast daily demand × Lead time) + Safety stock
inventory forecast

That is the same logic as a reorder point: when on-hand stock falls to this number, you reorder. Inventory forecasting just runs it forward across your planning horizon so you can see the reorders coming.

Remove stockout days from history

If a SKU sold zero last Tuesday because it was out of stock, that is not low demand, it is missed demand. Leaving stockout days in your history teaches the forecast to under-order the exact SKUs that already sell out.

Forecast per SKU and per channel#

This is the mistake that quietly costs the most. A single blended forecast hides the channel that is heating up. Your warehouse, Amazon FBA, and TikTok Shop each sell at different speeds and replenish on different timelines, so forecast each one on its own. A climbing Amazon run rate with a 10-day FBA inbound needs a different reorder trigger than a steady warehouse.

It also connects to inventory turnover: a sharper forecast lets you hold less of what is slow and enough of what is fast, which lifts turnover without raising stockout risk.

Forecast stock needs per SKU and channel, updated daily

The bottom line#

Inventory forecasting turns a demand forecast into the stock you actually need: expected demand over the lead time, plus safety stock, per SKU and per channel. Clean your history, keep lead times honest, and forecast each channel separately. That is the calculation Enough Stock runs continuously, so your reorder points and order quantities stay right as demand moves.

Frequently asked questions

What is inventory forecasting?

Inventory forecasting is predicting how much stock you will need over a future period so you can reorder the right amount at the right time. It combines a demand forecast with lead time and a safety buffer.

What's the difference between inventory forecasting and demand forecasting?

Demand forecasting predicts customer demand (units sold). Inventory forecasting takes that demand, adds lead time and safety stock, and predicts the stock you need to hold and reorder. Demand forecasting is an input to inventory forecasting.

What data do you need to forecast inventory?

Historical sales per SKU (with stockout days removed), current on-hand and in-transit stock, supplier lead times, and known events like promotions or seasonality. Per channel, since each sells at a different rate.

How do you forecast inventory for multiple channels?

Forecast each channel separately. Amazon FBA, TikTok Shop, and your warehouse have different run rates and lead times, so a blended forecast lets the fastest channel stock out while another sits overstocked.

Cited sources
Ryan Waranauskas
About the author

Ryan Waranauskas

CMO, Enough Stock

Ryan leads growth at Enough Stock, where he works with DTC operators on demand forecasting and inventory planning across TikTok Shop, Shopify, and Amazon. He writes about never selling out and never overstocking.

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