Sherley is a distinctive girls' name in United States, ranking #10124 in 2002 with 10 recorded births. The name reached its all-time peak in 2004 with 25 births ranking #5190. In 2002, approximately 1 in every 179,682 girls born was named Sherley. RISING Recent data shows the name is currently rising.