Retailers' sales declined by 0.5 percent in February compared with January, the federal statistics office Destatis said in a statement.
The previous month, retail sales had increased by 2.3 percent.
On a 12-month basis, however, business improved strongly, jumping by 3.6 percent in February compared with the same month last year, the statisticians calculated.
Retail sales data are often revised.