In 2012, a Microsoft employee working on the search engine Microsoft Bing created an experiment to test different ways of displaying advertising headlines. Within hours, the alternative format produced a revenue increase of 12% with no impact on user-experience metrics.[1] Today, companies like Microsoft and Google each conduct over 10,000 A/B tests annually.[3]