Years ago, in college, I went to a presentation by a big internet company, as part of a recruitment event. At the time, I was working at the college newspaper, and the talk was about their “front page”. They said it was the biggest news site at the time, so I was excited.
The bulk of the talk was technical. But the presenter mentioned that one of the biggest challenges was keeping abreast of what they called the “National Enquirer effect”. The problem, as she described, was this. The main goal of the front page is to drive traffic to other properties; and the system was always optimizing both the selection of content on the front page and its ordering based on raw clicks. He said, while no one admits to it, content with the best-clickthrough rate was always “bikini women”, so left alone, algorithms would turn the front page into National Enquirer. Ironically, this means that no one would visit them, over a long enough period. They said they were trying to fix this by some longer term optimizations, but for now, there was essentially a team for each locale that monitored the site, and kept it “clean”. Read More