Marketers used to struggle to get all the information they wanted about their customers, says Tim Calkins, a professor at the Kellogg School of Management at Northwestern University in the US.

Now, thanks to the internet and other advances, the opposite is true: many marketing departments have access to so many facts and figures that "analysis paralysis" has set in.