Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for identifying documents related to a person, deriving behavior and personality trait metrics from analyzing the documents for information relevant to assessing behavior and personality of the person, and determine a trustworthiness score or compatibility score of the person based on the behavior and personality trait metrics using a scoring system.