I ran a similar experiment with Rejection Therapy a year or so ago. I used big red "DON'T BUY" purchase buttons and sales went up slightly.
Long story as to why I took them down, and I'm not even sure if I should discuss it so I won't.
Long story as to why I took them down, and I'm not even sure if I should discuss it so I won't.