Chelsie is a moderately popular girls' name in United States, ranking #473 in 1996 with 520 recorded births. The name reached its all-time peak in 1996 with 520 births ranking #473. In 1996, approximately 1 in every 3,371 girls born was named Chelsie. FALLING Recent data shows the name is currently falling.