Geisha is a distinctive girls' name in United States, ranking #17687 in 2011 with 5 recorded births. The name reached its all-time peak in 2020 with 20 births ranking #5930. In 2011, approximately 1 in every 351,761 girls born was named Geisha. RISING Recent data shows the name is currently rising.