Described are computer-based methods and apparatuses, including computer program products, for personal service integration on a network. A personal service monitors and stores user requests for services. The stored user requests are processed to determine usage patterns. The personal service processes the usage patterns to determine future requests and/or to determine how to fulfill a request. The personal service processes the request.