The best color scheme for a purple poster typically involves complementary colors that can enhance the overall visual appeal. Purple is a rich color that can be paired with shades of blue or pink to create a harmonious look. Incorporating black, white, or gray can add contrast and depth. The color scheme should also consider the message and target audience of the poster to ensure effective communication.