The Line Intelligence API allows developers to retrieve information about a user's phone number such as country code, carrier or line type. This can be used to validate a phone number registration or purchase. JSON is the preferred response format. Dark Gray Engines offers user intelligence tools and data mining services. Organizations can benefit from user behavior analysis with advanced machine learning, predictions, credit card fraud detection, address verification, proxy detection, language prediction, sentiment analysis, and geolocation.