Marketers are learning that advertising online can be like going down a rabbit hole into a world where many things are not what they seem and tricksters are all too quick to make your ad dollars vanish. One advertising network I recently examined found that at least 14% of its online ad placements were tainted by fraud or violations of its policies.

A version of this article appeared in the December 2009 issue of Harvard Business Review.