Geisha is a distinctive girls' name in United States, ranking #5930 in 2020 with 20 recorded births. The name reached its all-time peak in 2020 with 20 births ranking #5930. In 2020, approximately 1 in every 80,776 girls born was named Geisha. RISING Recent data shows the name is currently rising.