Do you ever get mistaken as being an immigrant?

Just last night someone came up to me and started speaking Spanish. I'm like,"HUH'? When I her I am American born and mostly Portuguese she said,"OH I thought you were Puerto Rican". Could you pull off an alias, if you had to hide?LOL