No, it won't tell you what brand it is -- but something pale, clear and fizzy will instantly make one think "I won't like this". If you want to completely remove prejudice and go just on taste, seeing the beer will spoil it. I have a couple of black mugs at home which might help.
So, hypothetically, what would envisage being in the line-up for this sort of thing?