Sherley is a distinctive girls' name in United States, ranking #9070 in 2000 with 11 recorded births. The name reached its all-time peak in 2004 with 25 births ranking #5190. In 2000, approximately 1 in every 165,088 girls born was named Sherley. RISING Recent data shows the name is currently rising.