In the world of recruiting, the ability to gain insight into a candidate to personalize your email has become enormous. It can be the difference between a 20% reply rate and a 90% reply rate when contacting candidates. In recent years, tools have started to focus on that specific problem. I am going to focus on two of them that seem to be making some noise. DeepSense by Frrole and CrystalKnows.