In order to get accurate results when
you're testing the effectiveness of your promotions (or anything else, for that matter),
you must test only one element at a time. If you try testing several different elements at
the same time, you'll have no way to determine which change improved your response.
For example, let's suppose you decide to test two different e-mail
promotions. The first is structured as a long, formal letter to your customers written in
HTML, with the subject line, "Dale could you give me your opinion?" The second
e-mail is a short, punchy note written in a personal tone and delivered in plain text,
with the subject line, "Dale, could you help me out?"
After testing both letters from a small list of your customers, you
discover that the second test is bringing in a better results, so you decide to launch
that letter to your entire list. The problem is that you haven't learned WHY the second
letter was more successful. Was it the subject line? The text format?
This is why it is so important to establish a "control"
letter, and to test different versions of your control letter with only one thing changed
at a time.