Colleges commonly use Turnitin, GPTZero, Copyleaks, or Originality.ai to detect AI-generated content in essays. These tools supplement admissions review by flagging possible AI use, but human evaluators prioritize authenticity, voice, and insight. AI detection is just one part of holistic assessment, not a sole decision factor.