DD gets that all the time, in that people believe she has black hair. Her hair is very slightly darker than mine (which no one has ever called anything but brown), and obviously not-black if you put her next to someone who actually has black hair. She's half-Asian, and the "Asian people have black hair" expectation overrides the "this person has dark brown hair" visual.