The idea behind the methodology proposed in this paper is to show the utilities that it can offer, a software tool to make recommendations to the banking users when making a claim against a bad practice from their banks or wish to make an inquiry in order to ascertain the chances of a favorable decision by the Bank of Spain to a complaint in progress. The methodology used described uses recommendation algorithms based on content filtering, using database annual reports of the Claims Service of the Bank of Spain.