The Business Challenge
What can you do when customers start defecting from your once-favored retail brand by the thousands? For this particular product, the situation was especially puzzling because it had been a category leader for years. While the company had ample data, it lacked the technical expertise to extract and analyze pertinent information.
So they trusted Fractal Analytics to interpret the data, help them understand why they were losing market share, and find the path to recapture and retain their customers.
This CPG company conducts monthly consumption surveys from a panel of tens of thousands households across the U.S. for over thousand brands. In addition, it has detailed demographic data of its customers, including income, socio-economic status, geography, and media habits.
Our analyst's key task was to understand which shoppers were abandoning the client's brand, which brands they were now embracing, and most importantly, why.
Early in our analysis, we discovered the client was making decisions based on a faulty assumption about the data they were gathering. "Fractal helped us realize that the panel was not a representative sample of the population," said the client. "That was a real game changer."
To correct this error, our analysis and findings were weighted to represent the actual population distribution by both the customers' cities and their socio-economic status.
Next, the company's data was extracted, manipulated, and seamlessly integrated with the corrected demographic and socio-economic data.
Then, the entire process was automated to substantially compress delivery timelines for future studies. Once completed, we looked at the data for ways to effectively promote the brand and regain market share.
The Key Questions We Asked
To test various hypotheses, we examined the data for answers to these specific questions:
Fractal Analytics was able to provide the client with a detailed profile of customers who were leaving the brand and explain why they were switching to a competitor. "The insights provided by Fractal enabled us to effectively redesign our pricing and promotion strategies," said the client's VP of Marketing. "Having this information enabled us to regain our competitive edge. We're thrilled to be the leader in our category once again.