How Companies Benefit from Predictive Analytics
Retail Tech Insights | Tuesday, May 31, 2022
A type of statistical modeling that examines current data and forecasts future business outcomes.
FREMONT, CA: Building an e-commerce website is only the first step for merchants looking to increase sales and improve customer service. Predictive analytics may help you take complete control of your business, from ensuring you have enough stock to projecting sales. Building an e-commerce website is only the first step for merchants looking to increase sales and improve customer service. Predictive analytics may help you take complete control of your business, from ensuring you have enough stock to projecting sales. It can assist you in anticipating everything from impending sales to possible product shortages. It can even make the client experience more personalized.
Forecasting demand of the product
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Forecasting is a vital capability for keeping your retail business running effectively. In a 12,000-square-foot location, a hardware store chain might stock 40,000 to 50,000 products. Keeping enough things in stock to meet demand and ensuring that stored items sell might mean the difference between a profitable month and a sales deficit. While forecasts are estimates based on accurate sales data, combining the two skills allows merchants to stock things more efficiently depending on total store profitability and revenue.
Predict changes
Beyond the retail industry's 2020 challenges, part of running a thriving business is anticipating and responding to sales variations caused by events. Knowing ahead of time that sales will spike in the days leading up to a hurricane or that foot traffic will drop when the Centers for Disease Control and Prevention reports an increase in Covid-19 cases allows you to take precautions to protect your business.
Market basket analysis
Another trending feature of predictive analytics is the ability to examine purchases for trends that can help you plan promotions, pricing decisions, end caps, and more. You can use market basket analysis to find frequently purchased products together. For example, you know your consumers buy painter's tape often when they buy paintbrushes, so you stock them in the store or online. It can also assist with pricing decisions such as lowering video while raising the price of paintbrushes to increase your margin.
Predict market trends
Predictive analytics can help with all elements of your organization, especially budget planning, in one way or another. You may utilize previous sales data to define trigger points, forecast sales by category, and anticipate which types will increase. It can assist in making judgments about why to carry a particular brand or ensuring that assets and cash flow are allocated appropriately.
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