Gelsey is a distinctive girls' name in United States, ranking #7258 in 2006 with 17 recorded births. The name reached its all-time peak in 2002 with 19 births ranking #5968. In 2006, approximately 1 in every 111,828 girls born was named Gelsey. FALLING Recent data shows the name is currently falling.