Smart data Data-driven marketing

How predictive marketing works in practice

02 May 2017

It is now possible to take a closer look at the customer’s next purchase — before they make it. With predictive analytics, you can develop your business opportunities and predict what customers want and when they are most likely to buy it. 

One could call it the “Holy Grail” — the knowledge of what the customers will buy next. And even though it is not possible to look into the future, predictive analytics make it possible to understand what is going to happen, according to Per Selin at Bisnode, who has been working with database analyses for more than 30 years. 

“It’s about trying to find the next likely purchase,” says Selin. “With large amounts of data, we can do precisely that. For example, we know that 70–80 percent of consumers buy a house or car within one year of having children. What kind of car depends, for example, on values, income and lifestyle as well as a number of other variables that are included in the analysis.”  

Start with the individual 

Predictive analytics are not based solely on the individual consumer’s purchase history. Nor are you just looking at gender, age and income, which were previously the most important tools at hand. Instead, you look at a high-quality analysis that gives you an understanding of the customer’s needs at the individual level. 
 

“Practically speaking,” says Selin, “it means that we can tell a bank, for example, what product or service their various customers are most interested in receiving information about — mortgage loans, car loans or savings. And we can also answer how much different customers will consume today and in the future.” 

It may sound like science fiction, but really it’s not that strange. Throughout life, all people have different consumption behaviors. When you have just had children, for example, consumption rises, and during other periods of life, you consume a little less. 

“We can see where in this consumption cycle your customers are and thus put a value on each customer,” says Selin. “It is an extremely important tool for assessing the way into the future. I’ve seen several examples of companies forced to realize that their customers will consume less in the future — and have then been able to proactively adapt their strategy.” 

 

The business benefit of predictive marketing 

  • Being relevant in your marketing is nothing new. But it has now become possible to understand customers at the individual level, for real. 
  • Predictive marketing is based on smart data — high-quality data analysis of huge amounts of information. Correctly used, this analysis will allow you to customize your offer based on the individual customer. 
  • Based on the customer’s life phase, driving forces and buying history, you can identify what their consumption is likely to look like in the future. 
  • With thousands of variables, the probability of different behaviors and purchases can be estimated with a high level of certainty. Together with your company’s own customer statistics, this data analysis can be an even more powerful tool. 

 

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