SenFluence's automated sentiment analysis looks at the specific keyword you are monitoring and then determines if the sentiment towards that keyword is positive, negative or neutral with the document. We do this to the sentence level and is weighted the most in our algorithm. 

We then also take into account the overall sentiment of the document, but to a lesser extent. We believe this gives you a much more accurate picture of the sentiment towards your saved search.