Sherley is a distinctive girls' name in United States, ranking #8048 in 1996 with 11 recorded births. The name reached its all-time peak in 2004 with 25 births ranking #5190. In 1996, approximately 1 in every 159,360 girls born was named Sherley. RISING Recent data shows the name is currently rising.