Solution: get a sign that says "I AM NOT A HOOKER!" and set it up wherever you go. 

Or get a business card that you hand out whenever someone looks askance. It can read "[Your Name], dignified businesswoman. Will not love you long time. Will not love you short time. I'm just trying to live my life, man."