Ad Familiarity
I've noticed that often when I start a new advertising campaign on a website I will get a lot of traffic, but there is a natural pattern where people become somewhat familiar with the ad, or the number of uniques viewing the ad is less. So over time the click thru rate will decrease on some sites (but not all). Have you experienced this, and is there anything you have done to improve the CTR?