An inventory forecasting Excel template for ecommerce, and where it stops working

By Ranjit Bhinge, founder of Blur Studio · Updated · 5 min read

Short answer: Yes, you can forecast stock in a spreadsheet. You need one row per product with five numbers: stock on hand, stock on order, units sold in the last 30 days, supplier lead time and a safety buffer. From those, two formulas do most of the work: days of cover (how many days your stock lasts) and reorder point (the stock level at which you should place an order). The same sheet works in Excel and Google Sheets. It starts to break when you sell on several channels, such as Shopify (an online store platform), Amazon (a very large online marketplace) and Etsy (a marketplace for handmade and vintage goods), and the sales numbers live in different places.

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You want a spreadsheet that tells you which products to reorder and how many, without paying for software yet.

I'm Ranjit, and I run Blur Studio: 15+ years building software, 120 apps taken live, and clients who have gone on to raise $10M+. I build AI systems and processes that help businesses do a lot more with a lot less time. I also work differently from most of what else is out there, more on that further down this page. Say hello.

What the template needs

A forecasting sheet answers two questions for every product: how long will my stock last, and when must I order? You do not need advanced statistics for that. You need clean inputs and two or three formulas.

Here are the columns. Put your header names in row 1 and your products from row 2 down.

ColumnNameWhat goes in it
ASKUYour product code (SKU means stock keeping unit, one code per variant)
BOn handUnits in your stock right now, all locations added up
COn orderUnits you have ordered from suppliers but not received
DSold last 30 daysUnits sold across every channel
EDaily salesFormula: D divided by 30
FLead daysDays from placing an order to having it on your shelf
GSafety daysExtra days of stock you want as a buffer
HDays of coverFormula: how many days stock will last
IReorder pointFormula: the level that triggers an order
JStatusFormula: "Order now" or "OK"
KSuggested qtyFormula: how many to order

The formulas to paste in

These go in row 2 and you fill them down. They work the same in Excel and in Google Sheets.

  • Daily sales (E2): =D2/30
  • Days of cover (H2): =IF(E2=0,"",(B2+C2)/E2). The IF stops a divide-by-zero error on products that did not sell.
  • Reorder point (I2): =E2*(F2+G2). Daily sales times the days you need to cover: the wait for the supplier plus your buffer.
  • Status (J2): =IF(B2+C2<=I2,"Order now","OK")
  • Suggested quantity (K2): =IF(J2="OK",0,MAX(0,ROUND(E2*(F2+G2+30)-(B2+C2),0))). The 30 is how many days of sales you want each order to cover. Change it to match how often you order.

Add a conditional formatting rule on column J so "Order now" turns red. That one colour is what makes the sheet useful on a busy Monday.

A worked example (made-up figures)

These numbers are invented to show the maths. Replace them with yours.

SKUOn handSold 30 daysDailyLead daysSafety daysDays of coverReorder pointStatusSuggested qty
MUG-BLUE4103601221734.2336OK0
CANDLE-SM9015051451895Order now155

The mug sells 12 a day. Its lead time plus buffer is 28 days, so the reorder point is 12 times 28, which is 336. You hold 410, so you are fine for now. You will hit 336 in about six days, so it is worth a look this week.

The candle sells 5 a day. Lead time plus buffer is 19 days, so the reorder point is 95. You hold 90, which is below it. The sheet says "Order now". To cover the 19-day wait plus a 30-day cycle you need 5 times 49, which is 245 units. You hold 90, so the suggestion is 155.

Making it work across channels

The hard part is column D, not the formulas. If you sell on Shopify, Amazon and Etsy, each one has its own sales report. Three habits keep this manageable. For the Shopify part, its inventory reports show the quantity and percentage of inventory sold per day, which gives you a check on your column D figure.

  1. Make a raw data block. Paste or import each channel's 30-day sales into columns M to P of the same sheet: date, channel, SKU (column O) and units (column P). Use the same SKU on every channel, or add a mapping column.
  2. Total with SUMIFS. In D2 use =SUMIFS($P:$P,$O:$O,A2) to add up units for that SKU across all channels. The function SUMIFS adds numbers that match a condition.
  3. Use one stock number. If Amazon holds stock in its warehouses, add that to column B so you do not double count. Our guide to catching FBA inventory problems with AI covers the traps in that number.

Improving the forecast without getting fancy

  • Use a longer window for slow products. A product that sells 3 a month is noisy over 30 days. Use 90 days divided by 90 instead.
  • Adjust for seasons. Compare last year's same month. If November was double October last year, multiply daily sales by about 2 for your next order. This is a rule of thumb, not a forecast.
  • Remove one-off spikes. If one wholesale order took 200 units, take it out of column D, or the sheet will tell you to order for a demand that will not repeat.
  • Track supplier lead time accurately. Use the slowest of your last three deliveries, not the quote.

Setting it up, step by step

  1. Export your product list with SKU and current stock from your store or stock system. Paste it into columns A and B.
  2. Ask each supplier for their real delivery time and write it in column F. If a product has two suppliers, use the slower one.
  3. Export 30 days of orders from every channel. Paste them into the raw data block, then fill column D with SUMIFS.
  4. Type your buffer in column G. Start with 7 days for reliable suppliers and 14 for late ones.
  5. Fill the formulas down, add the red rule on column J, and sort by days of cover, lowest first.
  6. Every week, refresh columns B, C and the raw data. Order everything marked "Order now".

Set a calendar reminder. Most forecasting sheets fail because the data goes stale, not because the formulas are wrong.

Where the spreadsheet stops working

A sheet like this is good up to a few hundred products and two or three channels. It struggles when:

  • Stock is wrong. The sheet only knows what you type. If a sale on Etsy does not reduce your Shopify count, you oversell.
  • Updating takes an hour. If the refresh is a weekly chore of exporting and pasting, someone will skip it.
  • Several people edit it. One broken formula can hide a stockout.
  • You have bundles or kits. Selling a three-pack that uses three single units needs component logic that a sheet handles badly.

At that point you have two routes. One is a ready-made forecasting tool; this comparison of inventory forecasting software lists the main ones with prices, and the wider inventory management system guide covers the stock-counting side. Prices vary: Prediko, a Shopify inventory app, lists $49 a month for its smallest size as of November 2026, so check what you would get before you build anything. The other route is to turn your own sheet into a small web app that pulls sales in by itself. I explain when that makes sense in moving from Excel to a web app.

How I'd approach this

Start with the sheet. It is free, and building it forces you to find out what your real lead times and sales rates are. That knowledge helps whatever you buy later.

Use it for a month and watch for two things: how long the weekly refresh takes, and how often the stock number is wrong. If the refresh passes an hour a week, or you have oversold twice, you have outgrown it. Then try a ready-made tool for its free trial before you consider anything custom.

Custom makes sense when your sheet holds rules a tool cannot copy, such as odd supplier minimums or bundles. In that case a small app that reads your sales, applies your own rules and sends a reorder alert can be a better fit than a tool, and you own it.

Questions people ask

What is the formula for reorder point in Excel?

Daily sales times the days of lead time plus safety days. If you sell 12 a day, the supplier takes 21 days and you want a 7 day buffer, the reorder point is 12 x (21 + 7) = 336 units. In a sheet that is =E2*(F2+G2).

Does this template work in Google Sheets?

Yes. Every formula here (IF, MAX, ROUND, SUMIFS) works the same in Google Sheets. Sheets also lets several people edit at once and can pull in data with add-ons, though shared editing raises the risk of someone overwriting a formula.

How do I forecast seasonal products?

Compare the same month in the previous year. If November sold twice as much as October last year, scale daily sales by about 2 for this year's order. It is a rough rule, but it beats using only last month's sales, which makes you order too little before a peak.

How many days of cover should I hold?

It depends on lead time and how steady sales are. A common starting point is lead time plus 7 to 14 days of buffer for steady sellers and more for products that arrive late or sell in bursts. Test it, then adjust after a few orders.

When should I stop using a spreadsheet for inventory?

When the weekly update takes more than about an hour, when your stock numbers are wrong often enough that you oversell, or when several people need to edit it. See our guide on moving from Excel to a web app for the options.

More in this topic: Ecommerce: inventory, forecasting and stock (22 guides) →

Sources

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