Geisha tattoo patterns typically depict traditional elements associated with geishas, such as kimono designs, fans, obi sashes, and geisha hairstyles. These tattoos are often inked in black or grey tones to mimic the elegance and grace of the geisha culture. They serve as a homage to the Japanese art form and are popular among those interested in Eastern aesthetics and folklore.