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Inventory forecasting: How to calculate your stock needs
Strong inventory forecasting allows you to capitalise on demand for your products without leaving your cash tied up in large stock orders. Check out our guide to help you get started.
Average reading time: 5 minutes
Executive summary
Inventory forecasting allows you to ensure you have enough stock to meet customer demand and maximise revenue, and it’s an important skill to help you grow your business.
There are several methods for conducting inventory forecasting, each using different information to predict future sales. It can be beneficial to use a combination of methods.
Aim to use a wide variety of data points to create your forecasts, such as historic sales information, insights into customer behaviour and feedback from focus groups.
Forecasts will always include some assumptions; bear in mind that you can tweak your estimates if those assumptions turn out to be untrue.
Inventory forecasting is a crucial part of running a business. Its aim is to make sure you have enough stock to meet demand from your customers. But getting it right requires a tricky balance. If you overestimate what you need, and you could be stuck with large invoices and not enough cash in the bank to pay them. On the other hand, if you underestimate how much stock you need could leave you with empty shelves and missing out on valuable sales.
Here’s a guide to help you with inventory forecasting.
Step 1
Choose an inventory forecasting method
There are four common methods for inventory forecasting. These are:
Quantitative forecasting
This model of inventory forecasting uses your historical sales data to predict future sales. For example, if you are forecasting for the period of January to March 2023, you might use your sales data from January to March 2022 as a guide. The longer you have been selling the product that you are forecasting, the more data you will have and therefore the better the chances of your forecasts being accurate.1
Qualitative forecasting
This method pays more attention to external factors that could influence your sales, such as the macro-economic situation (for example, a cost-of-living crisis) and economic demand. It also takes into account market research and customer focus groups.2 Often, this type of forecasting is carried out by a specialised analyst or forecaster.1
Trend forecasting
Trend forecasting involves watching sales trends across your whole product line and the wider market, to get an idea of bigpicture shifts in consumer demand. This might involve reviewing social media trends, or seeing what types of companies are growing rapidly.1
Graphical forecasting
This involves mapping data on to a graph, to help identify patterns or trends in your sales figures that you might not otherwise have noticed.2 It’s a helpful way to visualise information, so it could be used in conjunction with the other methods of forecasting, to help you turn the information you have into useful predictions.3
How to know which formula to choose?
Exactly which method of forecasting is best will depend on your business and your product. However, as each has a slightly different focus, using a combination of methods in tandem could be a helpful way to create the most balanced picture of what stock you may need.
For example, if you are launching a new product and you have no historical sales data to go on, you could look at the launch sales data from similar new products that your business sells (quantitative data) and insights gathered from customer focus group (qualitative data).3
It could also be worth checking any software you currently use to manage your inventory. Many tools offer forecasting functions that use AI and machine learning, so do you research and see if this is something you could take advantage of.4
“Using a combination of forecasting methods in tandem can help to create the most balanced picture”
Step 2
Identify your forecast period
Your forecast period is the length of time you are forecasting your inventory needs for. You might be forecasting for the coming 12 months, three months or four weeks, depending on your order lead times and other upcoming events.2
It could be important to note if any major seasonal or one-off events fall within your forecast period, as these may influence sales and affect your inventory requirements. For example, a forecast for the three months from October to December, which covers peak retail season, is likely to be very different to a forecast for January to March.1
Step 3
Gather your data
In order to create your forecasts, a good place to start is collating all the relevant data that could inform future sales.
Types of data you could collect:2
- Historical sales data
- Expected demand and seasonality
- Sales trends and velocity
- Customer response to specific products
- Market research
You may also need to consider factors such as the nature of your and your customers’ average frequency of purchase from your store. For example, if you’re forecasting a household item that customers buy again and again, that will impact how much inventory you need.5
Sales velocity
Sales velocity is the rate of a business’s sales of a particular product discounting any time that the product was out of stock. It is considered a more useful data point for inventory forecasts than average sales, as average sales could lead to underestimating future sales and experiencing more stock outs.
For example, say your business sold 15 garden chairs in 15 days, and the chairs were out of stock for the following 15 days. The average sales rate for that 30-day period is 0.5 chairs per day, however this doesn’t necessarily capture the full demand. By looking at the sales velocity – in this case, one chair per day – you get a better sense of how much demand there is for your product.3
Step 4
Engage the relevant team members
When it comes to forecasting, aim to get insights from across the business. For example, your sales staff might have some insight into customer sentiment, and the people responsible for customer services may have information about products that are proving popular. These insights could help guide your forecasts.
In particular, it could be an idea to stay in regular communication with whoever is responsible for marketing. Any marketing activity promoting certain products is likely to increase demand for those products, so it’s important to take those plans into account when creating forecasts.1
Step 5
Tweak your forecast as needed
There are myriad factors that you could use to help guide your inventory forecasts. How much resource you can dedicate to gathering data points and creating statistical models to build a picture of your future inventory requirements will depend on the size of your business.
However, bear in mind that you can always tweak your forecasts if some of your assumptions have turned out to be inaccurate.2 This simple tool can help you efficiently manage your inventory.
Disclaimer: The information provided on this page does not constitute legal, tax, finance, accounting, or trade advice, but is designed to provide general information relating to business and commerce. The FedEx Small Business Hub content, information, and services are not a substitute for obtaining the advice of a competent professional, for example a licensed attorney, law firm, accountant, or financial adviser.
New to FedEx?
1. Inventory Forecasting Guide | ShipBob, 2019
2. Inventory forecasting: types, best practices and benefits | Oracle NetSuite, Jan 2022
3. The ultimate guide to inventory forecasting | Inventory Planner by Sage, July 2022
4. Inventory forecasting explained: The 2022 Guide | Unleashed, 2021
5. How to forecast demand for your retail store | Shopify, 2021
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