The Citation Surface: Why Answer Engines Reprice Agency Research and Discovery

AI answer engines collapse two agency cost centers into one surface: the research hours a retainer absorbs, and the discovery channel a client's brand depends on. When an engine cites a client, that citation becomes a sales asset; when it cites a competitor, the agency has a measurable gap to sell against. The strategic risk is not adopting the tool, it is reporting on visibility with keyword-rank metrics that no longer describe how buyers find vendors.