dunnhumby crunches reams of customers data from loyalty programs and credit-card transactions to advise companies such as Macy’s Inc. and Kroger Co. on tactics. After each Black Friday, dunnhumby analyzes its clients’ sales data to see which items appealed most to frequent, high-value shoppers. It also looks at the average baskets of loyal customers over [...]