Costs incurred for producing and circulating publications are often offset by revenue generated by including advertisements within the publication. Advertisements are more successful when properly targeted. Web page advertising has progressed such that advertisements can be targeted to particular viewers. This is not the case for printed publications such as newspapers where all readers of a publication run are presented with the same advertisements. Publishers do not have the tools to dynamically insert different advertising content into different copies of a given publication.